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@String{ bc = "Biol. Cybern." }

@String{ procieee = "Proc. IEEE" }

@String{ pami = "IEEE Trans. {PAMI}" }

@String{ ip = "IEEE Trans. Image. Proc." }

@String{ ac = "IEEE Trans. Automatic Control" }

@String{ sp = "IEEE Trans. Sig. Proc." }

@String{ splet = "IEEE Signal Proc. Letters." }

@String{ assp = "IEEE Trans. Acoust. Speech Signal Proc." }

@String{ com = "IEEE Trans. Comm." }

@String{ selcom = "IEEE Jour. Sel. Comm." }

@String{ it = "IEEE Trans. Info. Theory" }

@String{ ieeeit = "IEEE Trans. Info. Theory" }

@String{ cas = "IEEE Trans. Circuits and Systems" }

@String{ smc = "IEEE Trans. SMC" }

@String{ icassp = "Proc. {ICASSP}" }

@String{ siggraph = "Proc. {ACM} {SIGGRAPH}" }

@String{ jmultvar = "Journal of Multivariate Analysis" }

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@String{ siamc = "SIAM J. Control" }

@String{ siammatrix = "SIAM J. Matrix Anal. Appl." }

@String{ jamss = "Journal of the American Statistical Society" }

@String{ annprob = "Annals of Probability" }

@String{ syscon = "Systems and Control Letters" }

@String{ jroyalstat = "J. R. Stat. Soc. B" }

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@String{ siamjmanal = "SIAM J. Mathematical Analysis" }

@String{ siamc = "SIAM J. Control" }

@String{ siammatrix = "SIAM J. Matrix Anal. Appl." }

@String{ jamss = "Journal of the American Statistical Society" }

@String{ annprob = "Annals of Probability" }

@String{ syscon = "Systems and Control Letters" }

@String{ jroyalstat = "J. R. Stat. Soc. B" }

@String{ cvgip = "Comp. Vis. Graphics Image Proc." }

@String{ cgip = "Comp. Graphics Image Proc." }

@String{ josa = "J. Opt. Soc. Am. A" }

@String{ ijcv = "Intl. J. Comp. Vis." }

@String{ bc = "Biol. Cybern." }

@String{ procieee = "Proc. IEEE" }

@String{ pami = "IEEE Pat. Anal. Mach. Intell." }

@String{ ip = "IEEE Trans. Image Proc." }

@String{ sp = "IEEE Trans. Signal Proc." }

@String{ assp = "IEEE Trans. Acoust. Speech Signal Proc." }

@String{ com = "IEEE Trans. Comm." }

@String{ it = "IEEE Trans. Info. Theory" }

@String{ cas = "IEEE Trans. Circuits and Systems" }

@String{ smc = "IEEE Trans. on Systems Man and Cybernetics" }

@String{ icassp = "Proc. {ICASSP}" }

@String{ siggraph = "Proc. {ACM} {SIGGRAPH}" }

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@String{ siamjam = "Siam J. Applied Mathematics" }

@String{ jamss = "Journal of the American Statistical Society" }

@String{ cvpr = "IEEE Conf. on Comp. Vision and Pattern Rec." }

@String{ iccv = "Int'l Conf. on Comp. Vision" }

@String{ icip = "Int'l Conf. on Image Proc" }

@String{ cgip = "Comp. Graphics Image Proc." }

@String{ cvgip = "Comp. Vis. Graphics Image Proc." }

@String{ pami = "IEEE Pat. Anal. Mach. Intell." }

@String{ assp = "IEEE Trans. Acoust. Speech Signal Proc." }

@String{ sp = "IEEE Trans. Signal Proc." }

@String{ ip = "IEEE Trans. Image Proc." }

@String{ com = "IEEE Trans. Communication" }

@String{ it = "IEEE Trans. Info. Theory" }

@String{ cas = "IEEE Trans. Circuits and Systems" }

@String{ smc = "IEEE Trans. on Systems Man and Cybernetics" }

@String{ ijcv = "Intl. J. Comp. Vis." }

@String{ josa = "J. Opt. Soc. Am. A" }

@String{ procieee = "Proc. IEEE" }

@String{ procrsoca = "Proc. R. Soc. Lond. A" }

@String{ procrsocb = "Proc. R. Soc. Lond. B" }

@String{ procrsoc = "Proc. R. Soc. Lond. B" }

@String{ icassp = "Proc. {ICASSP}" }

@String{ jvcir = "J. Vis. Comm. and Image Rep." }

@String{ bc = "Biol. Cybern." }

@String{ jsv = "J. Spatial Vision" }

@String{ vr = "Vis. Res." }

@String{ arvo = "Investigative Opthalmology and Visual Science Supplement (ARVO)" }

@String{ jphys = "Journal of Physiology (London)" }

@String{ jneurophys = "Journal of Neurophysiology" }

@String{ jneurosci = "Journal of Neuroscience" }

@String{ visneuro = "Visual Neuroscience" }

@String{ expbr = "Experimental Brain Research" }

@String{ pnas = "Proceedings of the National Academy of Science USA" }

@String{ arvo = "Investigative Opthalmology and Visual Science Supplement" }

@String{ cvgip = "Computer Vision, Graphics, and Image Processing" }

@String{ jphys = "Journal of Physiology (London)" }

@String{ jneurophys = "Journal of Neurophysiology" }

@String{ jneurosci = "Journal of Neuroscience" }

@String{ josa = "Journal of the Optical Society of America A" }

@String{ visneuro = "Visual Neuroscience" }

@String{ visres = "Vision Research" }

@String{ expbr = "Experimental Brain Research" }

@String{ pnas = "Proceedings of the National Academy of Science USA" }

@String{ pami = "IEEE Pattern Analysis and Machine Intelligence" }

@String{ arvo = "Investigative Opthalmology and Visual Science Supplement (ARVO)" }

@String{ bc = "Biol. Cybern." }

@String{ cvgip = "Comp. Vis. Graphics Image Proc." }

@String{ cvpr = "IEEE Conf. on Comp. Vision and Pattern Rec." }

@String{ cgip = "Comp. Graphics Image Proc." }

@String{ pami = "IEEE Pat. Anal. Mach. Intell." }

@String{ assp = "IEEE Trans. Acoust. Speech Signal Proc." }

@String{ sp = "IEEE Trans. Signal Proc." }

@String{ ip = "IEEE Trans. Image Proc." }

@String{ com = "IEEE Trans. Communication" }

@String{ it = "IEEE Trans. Info. Theory" }

@String{ cas = "IEEE Trans. Circuits and Systems" }

@String{ smc = "IEEE Trans. on Systems Man and Cybernetics" }

@String{ ijcv = "Intl. J. Comp. Vis." }

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@String{ procieee = "Proc. IEEE" }

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@String{ icassp = "Proc. {ICASSP}" }

@String{ jvcir = "J. Vis. Comm. and Image Rep." }

@String{ jsv = "J. Spatial Vision" }

@String{ vr = "Vis. Res." }

@String{ jn = "J. Neuroscience" }

@String{ jp = "J. Physiology" }

@String{ jnphy = "J. Neurophysiology" }

@String{ ptrsl = "Phil. Trans. R. Soc Lond. B" }

@String{ nat = "Nature" }

@String{ sci = "Science" }

@String{ expb = "Exp. Brain Research" }

@String{ vn = "Visual Neuroscience" }

@String{ br = "Brain Research" }

@String{ arvo = "Investigative Opthalmology and Visual Science Supplement (ARVO)" }

@String{ bc = "Biol. Cybern." }

@String{ cvgip = "Comp. Vis. Graphics Image Proc." }

@String{ cvpr = "IEEE Conf. on Comp. Vision and Pattern Rec." }

@String{ cgip = "Comp. Graphics Image Proc." }

@String{ pami = "IEEE Pat. Anal. Mach. Intell." }

@String{ assp = "IEEE Trans. Acoust. Speech Signal Proc." }

@String{ sp = "IEEE Trans. Signal Proc." }

@String{ ip = "IEEE Trans. Image Proc." }

@String{ com = "IEEE Trans. Communication" }

@String{ it = "IEEE Trans. Info. Theory" }

@String{ cas = "IEEE Trans. Circuits and Systems" }

@String{ smc = "IEEE Trans. on Systems Man and Cybernetics" }

@String{ ijcv = "Intl. J. Comp. Vis." }

@String{ josa = "J. Opt. Soc. Am. A" }

@String{ procieee = "Proc. IEEE" }

@String{ procrsoca = "Proc. R. Soc. Lond. A" }

@String{ procrsocb = "Proc. R. Soc. Lond. B" }

@String{ procrsoc = "Proc. R. Soc. Lond. B" }

@String{ icassp = "Proc. {ICASSP}" }

@String{ jvcir = "J. Vis. Comm. and Image Rep." }

@String{ jsv = "J. Spatial Vision" }

@String{ vr = "Vis. Res." }

@String{ jn = "J. Neuroscience" }

% 28/09/98 by MJW
% A list of abbreviations to be used by other bib files

%% -----------------------------------------------------------------------------

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% The original AMS paper

@InProceedings{ AMS96,
	abstract = "The frequency moments of a sequence containing \$ m\_i \$ elements of type \$ i \$, for \$ 1 {\l}eq i {\l}eq n \$, are the numbers \$ F\_k = \sum\_{i=1}^n m\_i^k \$ We consider the space complexity of randomized algorithms that approximate the numbers \$ F\_k \$ , when the elements of the sequence are given one by one and cannot be stored. Surprisingly, it turns out that the numbers \$ F\_0 \$ , \$ F\_1 \$ and \$ F\_2 \$ can be approximated in logarithmic space, whereas the approximation of \$ F\_k \$ for \$ k \geq 6 \$ requires \$ n^{{\O}mega(1)} \$ space. Applications to data bases are mentioned as well.",
	address = "New York, NY, USA",
	author = "N. Alon and Y. Matias and M. Szegedy",
	booktitle = "STOC '96: Proceedings of the twenty-eighth annual ACM symposium on Theory of computing",
	citeulike-article-id = "345805",
	keywords = "data-stream, space-complexity",
	pages = "20--29",
	posted-at = "2007-09-05 16:31:34",
	priority = "3",
	publisher = "ACM Press",
	title = "The space complexity of approximating the frequency moments",
	year = "1996"
}

@InProceedings{ Das99,
	AUTHOR = "S. Dasgupta",
	TITLE = "Learning mixtures of {G}aussians",
	BOOKTITLE = "IEEE Symp. Foundations of Computer Science (FOCS)",
	YEAR = 1999,
	MONTH = "September"
}

@Article{ DasGup03,
	AUTHOR = "S. Dasgupta and A. Gupta",
	TITLE = "An elementary proof of a theorem of {J}ohnson and {L}indenstrauss",
	JOURNAL = "Random {S}tructures and {A}lgorithms",
	YEAR = "2003",
	VOLUME = 22,
	NUMBER = 1,
	PAGES = "60--65"
}

% Journal version of something that appeared in 2000

@Article{ Indyk06,
	address = "New York, NY, USA",
	author = "P. Indyk",
	journal = "J. ACM",
	keywords = "power-law, pseudorandom, stable-law",
	month = "May",
	number = "3",
	pages = "307--323",
	publisher = "ACM Press",
	title = "Stable distributions, pseudorandom generators, embeddings, and data stream computation",
	volume = "53",
	year = "2006"
}

@Article{ LHC07,
	author = "P. Li and T. J. Hastie and K. W. Church",
	title = "Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections",
	journal = "Journal of Machine Learning Research",
	volume = "8",
	year = "2007",
	pages = "2497--2532",
	publisher = "MIT Press",
	address = "Cambridge, MA, USA"
}

@Article{ GKMS03,
	address = "Piscataway, NJ, USA",
	author = "Anna C. Gilbert and Yannis Kotidis and S. Muthukrishnan and Martin J. Strauss",
	citeulike-article-id = "1063751",
	journal = "IEEE Transactions on Knowledge and Data Engineering",
	keywords = "streams, wavelet",
	month = "March",
	number = "3",
	pages = "541--554",
	posted-at = "2007-01-24 02:23:28",
	priority = "2",
	publisher = "IEEE Educational Activities Department",
	title = "One-Pass Wavelet Decompositions of Data Streams",
	volume = "15",
	year = "2003"
}

@Article{ DPR06,
	title = "Decentralized erasure codes for distributed networked storage",
	author = "A.G. Dimakis and V. Prabhakaran and K. Ramchandran",
	journal = "Information Theory, IEEE Transactions on",
	year = "2006",
	month = "June",
	volume = "52",
	number = "6",
	pages = " 2809--2816"
}

@Misc{ Matousek08,
	author = "J. Matousek",
	title = "On Variants of the Johnson-Lindenstrauss Lemma",
	year = "2008",
	note = "preprint"
}

@InProceedings{ FJLT06,
	author = "N. Ailon and B. Chazelle",
	title = "Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform",
	booktitle = "STOC '06: Proceedings of the thirty-eighth annual ACM symposium on Theory of computing",
	year = "2006",
	pages = "557--563",
	location = "Seattle, WA, USA",
	publisher = "ACM",
	address = "New York, NY, USA"
}

@InProceedings{ LHC06,
	author = "P. Li and T. J. Hastie and K. W. Church",
	title = "Very sparse random projections",
	booktitle = "KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining",
	year = "2006",
	pages = "287--296",
	location = "Philadelphia, PA, USA",
	publisher = "ACM",
	address = "New York, NY, USA"
}

@Article{ JL84,
	author = "W. B. Johnson and J. Lindenstrauss",
	title = "Extensions of Lipschitz mapping into Hilbert Space",
	journal = "Contemporary Mathematics",
	volume = "26",
	year = "1984",
	pages = "189--206"
}

@Article{ ZhaoYu06,
	author = "P. Zhao and B. Yu",
	title = "On Model Selection Consistency of Lasso",
	journal = "Journal of Machine Learning Research",
	volume = "7",
	year = "2006",
	pages = "2541--2563",
	publisher = "MIT Press",
	address = "Cambridge, MA, USA"
}

@Misc{ DantzigSelector,
	author = "E. Candes and T. Tao",
	citeulike-article-id = "2585471",
	eprint = "math/0506081",
	keywords = "regerssion, sparse",
	month = "Mar",
	posted-at = "2008-03-25 12:58:57",
	priority = "2",
	title = "The {D}antzig selector: {S}tatistical estimation when $p$ is much larger than $n$",
	url = "http://arxiv.org/abs/math/0506081",
	year = "2006"
}

@TechReport{ OmiWai08,
	TITLE = "High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency",
	AUTHOR = "D. Omidiran and M. J. Wainwright",
	YEAR = 2008,
	MONTH = "April",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	NOTE = "Short version presented at Int. Symp. Info. Theory, July 2008"
}

@TechReport{ WanWaiRam08,
	TITLE = "Information-theoretic limits on sparse support recovery: Dense versus sparse measurements",
	AUTHOR = "W. Wang and M. J. Wainwright and K. Ramchandran",
	YEAR = 2008,
	MONTH = "April",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	NOTE = "Short version presented at Int. Symp. Info. Theory, July 2008"
}
@ARTICLE{WanWaiRam10,
    author={Wei Wang and Wainwright, M.J. and Ramchandran, K.}, 
    title={Information-Theoretic Limits on Sparse Signal Recovery: Dense versus Sparse Measurement Matrices}, 
    journal = {IEEE Trans. Inf. Theor.},
    volume={56}, 
    number={6}, 
    year={2010}, 
    pages={2967--2979}, 
}

@Book{ BulKoz,
	AUTHOR = "V. V. Buldygin and Y. V. Kozachenko",
	TITLE = "Metric characterization of random variables and random processes",
	PUBLISHER = "American Mathematical Society",
	ADDRESS = "Providence, RI",
	YEAR = "2000"
}

@TechReport{ BarEtAl06,
	AUTHOR = "R. Baraniuk and M. Davenport and R. De{V}ore and M. Wakin",
	TITLE = "The {J}ohnson-{L}indenstrauss lemma meets compressed sensing",
	INSTITUTION = "Department of ECE, Rice University",
	YEAR = "2006"
}
@ARTICLE{Baraniuk07asimple,
    author = {R. Baraniuk and M. Davenport and R. Devore and M. Wakin},
    title = {A simple proof of the restricted isometry property for random matrices},
    journal = {Constr. Approx},
    year = {2007}
}

@InProceedings{ Ach01,
	author = "D. Achlioptas",
	title = "Database-friendly random projections",
	booktitle = "Proc. ACM Symp. Princ. Database Systems (PODS)",
	year = "2001",
	pages = "274--281",
	location = "Santa Barbara, CA",
	publisher = "ACM",
	address = "New York, USA"
}

@Article{ CSCAM,
	title = "An Architecture for Compressive Imaging",
	author = "M. B. Wakin and J. N. Laska and M. F. Duarte and D. Baron and S. Sarvotham and D. Takhar and K. F. Kelly and R. G. Baraniuk",
	journal = "IEEE Int. Conf. Image Proc.",
	year = "2006",
	volume = "",
	number = "",
	keywords = "image reconstruction, signal detection, video cameras, video codingcompressive sensing, digital image-video camera, image reconstruction, non-adaptive linear projection, photon detector, pseudo-random binary pattern, video acquisition-encoding"
}

@InProceedings{ CRVW02,
	title = "Randomness conductors and constant-degree lossless expanders",
	author = "M. Capalbo and O. Reingold and S. Vadhan and A. Wigderson",
	BOOKTITLE = "Proc. IEEE. Conf. Comp. Complexity",
	year = "2002",
	abstract = "",
	doi = ""
}

@Article{ YuaLin07,
	TITLE = "Model selection and estimation in the {G}aussian graphical model",
	AUTHOR = "M. Yuan and Y. Lin",
	JOURNAL = "Biometrika",
	YEAR = "2007",
	VOLUME = 94,
	NUMBER = 1,
	PAGES = "19--35"
}

@Article{ Asp07b,
	TITLE = "First order methods for sparse covariance selection",
	AUTHOR = "A. d'Aspremont and O. Bannerjee and L. El Ghaoui",
	JOURNAL = "{SIAM} Journal on Matrix Analysis and its Applications",
	YEAR = "2007",
	NOTE = "To appear"
}

@Article{ Elk07,
	TITLE = "Operator norm consistent estimation of large dimensional sparse covariance matrices",
	AUTHOR = "N. {E}l {K}aroui",
	JOURNAL = "Annals of Statistics",
	YEAR = "2007",
	NOTE = "To appear"
}

@Article{ BicLev06,
	TITLE = "Regularized estimation of large covariance matrices",
	AUTHOR = "P. Bickel and E. Levina",
	JOURNAL = "Annals of Statistics",
	YEAR = "2006",
	NOTE = "To appear"
}

@Article{ Gem80,
	TITLE = "A limit theorem for the norm of random matrices",
	AUTHOR = "S. Geman",
	JOURNAL = "Annals of Probability",
	YEAR = "1980",
	VOLUME = "8",
	NUMBER = 2,
	PAGES = "252--261"
}

@Article{ Asp07,
	TITLE = "A direct formulation for sparse {PCA} using semidefinite programming",
	AUTHOR = "A. d'Aspremont and L. El Ghaoui and M. I. Jordan and G. R. G. Lanckriet",
	JOURNAL = "{SIAM} Review",
	YEAR = "2007",
	VOLUME = "49",
	NUMBER = 3,
	MONTH = "July",
	PAGES = "434--448"
}

@Article{ BaiSil06,
	TITLE = "Eigenvalues of large sample covariance matrices of spiked populations models",
	AUTHOR = "J. Baik and J. W. Silverstein",
	JOURNAL = "Journal of Multivariate Analysis",
	YEAR = "2006",
	VOLUME = "97",
	NUMBER = 6,
	MONTH = "July",
	PAGES = "1382--1408"
}

@Article{ John01,
	TITLE = "On the distribution of the largest eigenvalue in principal components analysis",
	AUTHOR = "I. M. Johnstone",
	JOURNAL = "Annals of Statistics",
	YEAR = "2001",
	VOLUME = "29",
	NUMBER = 2,
	MONTH = "April",
	PAGES = "295--327"
}

@TechReport{ ComMut05,
	TITLE = "Towards an algorithmic theory of compressed sensing",
	AUTHOR = "G. Cormode and S. Muthukrishnan",
	INSTITUTION = "Rutgers University",
	MONTH = "July",
	YEAR = 2005
}

@TechReport{ JoLu04,
	TITLE = "Sparse principal components",
	AUTHOR = "I. M. Johnstone and A. Lu",
	INSTITUTION = "Stanford University",
	MONTH = "July",
	YEAR = 2004
}

@article{JoLu09,
    author = {I. M. Johnstone and A. Lu},
    title = {On Consistency and Sparsity for Principal Components Analysis in High Dimensions},
    journal = {Journal of the American Statistical Association},
    volume = {104},
    number = {486},
    pages = {682-693},
    year = {2009},
}

@Article{ Pau07,
	TITLE = "Asymptotics of sample eigenstructure for a large-dimensional spiked covariance model",
	AUTHOR = "D. Paul",
	JOURNAL = "Statistica Sinica",
	YEAR = "2007",
	VOLUME = "17",
	PAGES = "1617--1642"
}

@InProceedings{ WaGaRa07,
	AUTHOR = "W. Wang and M. Garofalakis and K. Ramchandran",
	TITLE = "Distributed Sparse Random Projections for Refinable Approximation",
	BOOKTITLE = "Proc. International Conference on Information Processing in Sensor Networks",
	YEAR = "2007",
	ADDRESS = "Nashville, TN",
	MONTH = "April"
}

@InProceedings{ SaBaBa06a,
	AUTHOR = "S. Sarvotham and D. Baron and R. G. Baraniuk",
	TITLE = "Sudocodes: Fast measurement and reconstruction of sparse signals",
	BOOKTITLE = "Int. Symposium on Information Theory",
	YEAR = "2006",
	ADDRESS = "Seattle, WA",
	MONTH = "July"
}

@InProceedings{ Gil06,
	AUTHOR = "A. Gilbert and M. Strauss and J. Tropp and R. Vershynin",
	TITLE = "Algorithmic linear dimension reduction in the $\ell_1$-norm for sparse vectors",
	BOOKTITLE = "Proc. Allerton Conference on Communication, Control and Computing",
	YEAR = "2006",
	ADDRESS = "Allerton, IL",
	MONTH = "September"
}

@TechReport{ SaBaBa06b,
	AUTHOR = "S. Sarvotham and D. Baron and R. G. Baraniuk",
	TITLE = "Compressed Sensing Reconstruction via Belief Propagation",
	YEAR = 2006,
	MONTH = "July",
	NUMBER = "ECE-06-01",
	INSTITUTION = "Rice University, ECE University"
}

@InProceedings{ DauLoe03,
	AUTHOR = "J. Dauwels and H. A. Loeliger and P. Merkli and M. Ostojic",
	TITLE = "On structured-summary propagation, LFSR synchronization, and low-complexity trellis decoding",
	BOOKTITLE = "Proc. 41th Allerton Conf. on Communication, Control, and Computing",
	YEAR = "2003",
	ADDRESS = "Monticello, IL",
	MONTH = "September",
	PAGES = "459--467"
}

@InProceedings{ GlobJaa07a,
	AUTHOR = "A. Globerson and T. Jaakkola",
	TITLE = "Approximate inference using conditional entropy decompositions",
	BOOKTITLE = "Proc. 11th International Conference on Artificial Intelligence and Statistics",
	YEAR = "2007",
	ADDRESS = "Puerto Rico",
	MONTH = "January",
	PAGES = "To appear"
}

@InProceedings{ GlobJaa06,
	AUTHOR = "A. Globerson and T. Jaakkola",
	TITLE = "Approximate inference using planar graph decomposition",
	BOOKTITLE = "Advances in Neural Information Processing Systems",
	VOLUME = 20,
	YEAR = "2006",
	ADDRESS = "Vancouver, Canada",
	MONTH = "December",
	PAGES = "To appear"
}

@InProceedings{ BoyKol98,
	AUTHOR = "X. Boyen and D. Koller",
	TITLE = "Tractable inference for complex stochastic processes",
	BOOKTITLE = "Proc. Uncertainty in AI",
	YEAR = "1998",
	MONTH = "July"
}

@InProceedings{ Kol99,
	AUTHOR = "D. Koller and U. Lerner and D. Angelov",
	TITLE = "A general algorithm for approximate inference and its application to hybrid {B}ayes nets",
	BOOKTITLE = "Proc. Uncertainty in AI",
	YEAR = "1999",
	MONTH = "July",
	PAGES = "324----333"
}

@Book{ Maybeck82,
	AUTHOR = "S. Maybeck",
	TITLE = "Stochastic models, estimation, and control",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York, NY",
	YEAR = "1982"
}

@Book{ GraRyz,
	AUTHOR = "I. S. Gradshteyn and I. M. Ryzhik",
	TITLE = "Tables of integrals, series, and products",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York, NY",
	YEAR = "2000"
}

@Book{ MitUpf05,
	AUTHOR = "M. Mitzenmacher and E. Upfal",
	TITLE = "Probability and {C}omputing: Randomized Algorithms and Probabilistic Analysis",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "New York, NY",
	YEAR = "2005"
}

@Article{ CadJol95,
	TITLE = "Loadings and correlations in the interpretation of principal components",
	AUTHOR = "J. Cadima and I. T. Jolliffe",
	JOURNAL = "Journal of Applied Statistics",
	YEAR = "1995",
	VOLUME = "22",
	PAGES = "203--214"
}

@Article{ Jol03,
	TITLE = "A modified principal component technique based on the {LASSO}",
	AUTHOR = "I. T. Jolliffe and N. T. Trendafilov and M. Uddin",
	JOURNAL = "Journal of Computational and Graphical Statistics",
	YEAR = "2003",
	VOLUME = "12",
	PAGES = "531--547"
}

@Article{ ZouHasTib04,
	TITLE = "Sparse principal component analysis",
	AUTHOR = "H. Zou and T. Hastie and R. Tibshirani",
	JOURNAL = "Journal of Computational and Graphical Statistics",
	YEAR = "2004",
	VOLUME = "??",
	PAGES = "??"
}

@Article{ ZhaZhaSim02,
	author = "Z. Zhang and H. Zha and H. Simon",
	collaboration = "",
	title = "Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Err or Analysis",
	publisher = "SIAM",
	year = "2002",
	journal = "SIAM Journal on Matrix Analysis and Applications",
	volume = "23",
	number = "3",
	pages = "706--727",
	keywords = "low-rank matrix approximation, singular value decomposition, sparse factorization, perturbation analysis",
	url = "http://link.aip.org/link/?SML/23/706/1",
	doi = "10.1137/S0895479899359631"
}

% Statistical version of assumed density filtering (ADF)

@Article{ Lau92,
	TITLE = "Propagation of probabilities, means and variances in mixed graphical association models",
	AUTHOR = "S. L. Lauritzen",
	JOURNAL = "J. of the American Statistical Association",
	YEAR = "1992",
	VOLUME = "87",
	PAGES = "1098--1108"
}

@InProceedings{ HuLoe06,
	AUTHOR = "J. Hu and H.A. Loeliger and J. Dauwels and F. Kschischang",
	TITLE = "A general computation rule for lossy summaries/messages with examples from equalization",
	BOOKTITLE = "Proc. 44th Allerton Conf. on Communication, Control, and Computing",
	YEAR = "2005",
	MONTH = "September",
	ADDRESS = "Monticello, IL"
}

@Article{ Broniatowski,
	author = "M. Broniatowski",
	title = "Estimation through {K}ullback-{L}eibler divergence",
	journal = "Mathematical Methods of Statistics",
	pages = "391--409",
	year = "2004"
}

@InProceedings{ Weiss07b,
	AUTHOR = "Y. Weiss and C. Yanover and T. Meltzer",
	TITLE = "{MAP} estimation, linear programming, and belief propagation with convex free energies",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = "2007",
	MONTH = "July"
}

@InProceedings{ MinQi04,
	AUTHOR = "T. Minka and Y. Qi",
	TITLE = "Tree-structured approximations by expectation propagation",
	BOOKTITLE = "Advances in Neural Information Processing Systems",
	YEAR = "2004",
	VOLUME = 16,
	MONTH = "December"
}

@InProceedings{ Minka01,
	AUTHOR = "T. Minka",
	TITLE = "Expectation propagation and approximate Bayesian inference",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = "2001",
	MONTH = "July"
}

@Article{ Keziou,
	author = "A. Keziou",
	title = "Dual representation of $\phi$-divergences and applications",
	journal = "C. R. Acad. Sci. Paris, Ser. I 336",
	pages = "857--862",
	year = "2003"
}

@TechReport{ Bron-Keziou,
	author = "M. Broniatowski and A. Keziou",
	title = "Parametric estimation and tests through divergences",
	institution = "LSTA, Universit{\'e} Pierre et Marie Curie",
	year = "2004"
}

@Article{ Wang05,
	author = "Q. Wang and S. R. Kulkarni and S. Verd{\'u}",
	title = "Divergence estimation of continuous distributions based on data-dependent partitions",
	journal = "IEEE Transactions on Information Theory",
	volume = "51",
	number = "9",
	pages = "3064--3074",
	year = "2005"
}

@InProceedings{ CheChe06,
	AUTHOR = "M. Chertkov and V. Y. Chernyak",
	TITLE = "Loop calculus helps to improve belief propagation and linear programming decoding of LDPC codes",
	BOOKTITLE = "Allerton Conference on Communications, Control and Computing",
	ADDRESS = "Monticello, IL",
	YEAR = 2006,
	MONTH = "September"
}

@InProceedings{ Wei,
	AUTHOR = "M. Chertkov and V. Y. Chernyak",
	TITLE = "Loop calculus helps to improve belief propagation and linear programming decoding of LDPC codes",
	BOOKTITLE = "Allerton Conference on Communications, Control and Computing",
	ADDRESS = "Monticello, IL",
	YEAR = 2006,
	MONTH = "September"
}

@TechReport{ CheSte06,
	TITLE = "An efficient pseudo-codeword search algorithm for linear programming decoding of {LDPC} codes",
	AUTHOR = "Michael Chertkov and Mikhail G. Stepanov",
	INSTITUTION = "Los Alamos National Laboratories",
	NUMBER = "arvix:cs.IT/0601113",
	MONTH = "September",
	YEAR = 2006
}

@TechReport{ NguyenEtAl05,
	TITLE = "On divergences, surrogate losses and decentralized detection",
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	NUMBER = 695,
	MONTH = "October",
	YEAR = 2005
}

@Article{ PalZyg32,
	AUTHOR = "R.E.A.C. Paley and A. Zygmund",
	TITLE = "A note on analytic functions in the unit circle",
	JOURNAL = "Proc. Camb. Phil. Soc.",
	YEAR = "1932",
	VOLUME = "28",
	PAGES = "266--272"
}

@Article{ MouKoe05,
	AUTHOR = "P. Moulin and R. Koetter",
	TITLE = "Data-hiding codes",
	JOURNAL = "Proceedings of the IEEE",
	YEAR = "2005",
	VOLUME = "93",
	NUMBER = 12,
	PAGES = "2083--2127",
	MONTH = "December"
}

@Article{ BirMas01,
	AUTHOR = "L. Birg{\'e} and P. Massart",
	TITLE = "Gaussian model selection",
	JOURNAL = "J. Eur. Math. Soc.",
	YEAR = "2001",
	VOLUME = "3",
	PAGES = "203--268"
}

@Article{ VershNew,
	AUTHOR = "R. Vershynin",
	TITLE = "On large random almost Euclidean bases",
	JOURNAL = "Acta. Math. Univ. Comenianae",
	YEAR = "2000",
	VOLUME = "LXIX",
	PAGES = "137--144"
}

@Article{ SleWol73,
	AUTHOR = "D. Slepian and J. K. Wolf",
	TITLE = "Noiseless coding of correlated data sources",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1973",
	VOLUME = "19",
	NUMBER = 4,
	PAGES = "471--480",
	MONTH = "July"
}

@Article{ Chen06,
	AUTHOR = "B. Chen and L. Tong and P. K. Varshney",
	TITLE = "Channel aware distributed detection in wireless sensor networks",
	JOURNAL = "IEEE Signal Processing Magazine",
	YEAR = "2006",
	VOLUME = "23",
	NUMBER = 4,
	PAGES = "16--26",
	MONTH = "July"
}

@Article{ Wai07,
	AUTHOR = "M. J. Wainwright",
	TITLE = "Sparse graph codes for side information and binning",
	JOURNAL = "IEEE Signal Processing Magazine",
	YEAR = "2007",
	VOLUME = 24,
	NUMBER = 5,
	PAGES = "47--57",
	MONTH = "September"
}

@Article{ YanFelWan05,
	AUTHOR = "Nonlinear {programming approaches to decoding low-density parity-check codes}",
	AUTHOR = "K. Yang and J. Feldman and X. Wang",
	JOURNAL = "IEEE J. Sel. Areas in Communication",
	YEAR = "2006",
	VOLUME = "24",
	NUMBER = 8,
	PAGES = "1603--1613",
	MONTH = "August"
}

@Article{ XuHassibi07,
	title = "Efficient Compressive Sensing with Deterministic Guarantees Using Expander Graphs",
	author = "W. Xu and B. Hassibi",
	journal = "Information Theory Workshop, 2007. ITW '07. IEEE",
	year = "2007",
	volume = "",
	number = "",
	ISSN = ""
}

@InProceedings{ VonKoe06a,
	AUTHOR = "P. O. Vontobel and R. Koetter",
	TITLE = "Bounds on the threshold of linear programming decoding",
	BOOKTITLE = "Proc. IEEE Information Theory Workshop",
	ADDRESS = "Punta del Este, Uruguay",
	YEAR = 2006,
	MONTH = "March"
}

@InProceedings{ VonKoe06b,
	AUTHOR = "P. O. Vontobel and R. Koetter",
	TITLE = "Towards low-complexity linear-programming decoding",
	BOOKTITLE = "Proc. Int. Conf. on Turbo Codes and Related Topics",
	ADDRESS = "Munich, Germany",
	YEAR = 2006,
	MONTH = "April"
}

@InProceedings{ FriFil07,
	AUTHOR = "J. Fridrich and T. Filler",
	TITLE = "Practical methods for minimizing embedding impact in steganography",
	BOOKTITLE = "Proc. SPIE Electronic Imaging",
	EDITORS = "Photonics West",
	YEAR = 2007,
	VOLUME = 66,
	MONTH = "January",
	PAGES = "1--15"
}

@InProceedings{ Col05,
	AUTHOR = "T. P. Coleman and E. Martinian and M. Effros and M. Medard",
	TITLE = "Interference management via capacity-achieving codes for the deterministic broadcast channel",
	BOOKTITLE = "IEEE Information Theory Workshop",
	ADDRESS = "Rotorua, New Zealand",
	YEAR = 2005,
	MONTH = "September",
	PAGES = "29--33"
}

@InProceedings{ Caire04,
	AUTHOR = "G. Caire and S. Shamai and S. Verdu",
	TITLE = "Noiseless data compression with low-density parity check codes",
	BOOKTITLE = "DIMACS Series in Discrete Mathematics and Theoretical Computer Science",
	EDITORS = "P. Gupta and G. Kramer",
	YEAR = 2004,
	VOLUME = 66,
	MONTH = "October",
	PAGES = "263--284"
}

@InProceedings{ Schonberg02,
	AUTHOR = "D. Schonberg and S. S. Pradhan and K. Ramchandran",
	TITLE = "{LDPC} Codes Can Approach the {S}lepian-{W}olf Bound for General Binary Sources",
	BOOKTITLE = "Proceedings of the 40th Annual Allerton Conference on Control, Communication, and Computing",
	YEAR = 2002,
	MONTH = "October",
	PAGES = "576--585"
}

@InProceedings{ RooWaiSas07,
	AUTHOR = "T. Roosta and M. J. Wainwright and S. Sastry",
	TITLE = "Convergence Analysis of Reweighted Sum-Product Algorithms",
	BOOKTITLE = "Int. Conf. Acoustic, Speech and Sig. Proc.",
	YEAR = 2007,
	MONTH = "April"
}

@TechReport{ RooWaiSas07b,
	TITLE = "Convergence Analysis of Reweighted Sum-Product Algorithms",
	AUTHOR = "T. Roosta and M. J. Wainwright and S. Sastry",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	MONTH = "August",
	YEAR = "2007"
}

@TechReport{ NguyenEtAl-07,
	TITLE = "Estimating divergence functionals and the likelihood ratio by convex risk minimization",
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	MONTH = "January",
	YEAR = "2007"
}

@Book{ GyorfiEtal,
	AUTHOR = "L{\'a}szl{\'o} Gyorfi and Michael Kohler and Adam Krzyzak and Harro Walk",
	TITLE = "A Distribution-Free Theory of Nonparametric Regression",
	PUBLISHER = "Springer",
	SERIES = "Springer Series in Statistics",
	YEAR = "2002"
}

@Book{ VdG-book,
	AUTHOR = "S. {van de Geer}",
	TITLE = "Empirical Processes in M-Estimation",
	PUBLISHER = "Cambridge University Press",
	YEAR = "2000"
}

@Book{ RicUrb,
	AUTHOR = "T. Richardson and R. Urbanke",
	TITLE = "Modern Coding Theory",
	YEAR = 2007,
	PUBLISHER = "Cambridge University Press",
	NOTE = "In preparation"
}

@Article{ Burshtein04,
	author = "D. Burshtein and G. Miller",
	title = "Asymptotic enumeration methods for analyzing {LDPC} codes",
	journal = "IEEE Trans. Info. Theory",
	year = 2004,
	volume = 50,
	number = 6,
	pages = "1115--1131"
}

@Article{ Amari89,
	author = "S. Amari and T. S. Han",
	title = "Statistical inference under multiterminal rate restrictions: A differential geometric approach",
	journal = "IEEE Trans. Info. Theory",
	year = 1989,
	volume = 35,
	number = 2,
	MONTH = "March",
	pages = "217--227"
}

@Article{ Han98,
	author = "T. S. Han and S. Amari",
	title = "Statistical inference under multiterminal data compression",
	journal = "IEEE Trans. Info. Theory",
	year = 1998,
	volume = 44,
	number = 6,
	MONTH = "October",
	pages = "2300--2324"
}

@Article{ Han89,
	author = "T. S. Han and K. Kobayashi",
	TITLE = "Exponential-type error probabilities for multiterminal hypothesis testing",
	journal = "IEEE Trans. Info. Theory",
	year = 1989,
	volume = 35,
	number = 1,
	MONTH = "January",
	pages = "2--14"
}

@Article{ MoaRoy06,
	author = "C. C. Moallemi and B. {van {R}oy}",
	title = "Consensus propagation",
	journal = "IEEE Trans. Info. Theory",
	year = 2006,
	volume = 52,
	number = 11,
	pages = "1--13"
}

@Article{ Wormald95,
	author = "N. C. Wormald",
	title = "Differential equations for random processes and random graphs",
	journal = "Ann. Applied Prob.",
	year = 1995,
	volume = 5,
	pages = "1217--1235"
}

@Article{ Litsyn02,
	author = "S. Litsyn and V. Shevelev",
	title = "On ensembles of low-density parity-check codes: asymptotic distance distributions",
	journal = "IEEE Trans. Info. Theory",
	year = 2002,
	volume = 48,
	number = 4,
	pages = "887--908",
	month = "April"
}

@Article{ BartlettEtAl,
	author = "P. L. Bartlett and M. I. Jordan and J. D. McAuliffe",
	title = "Convexity, classification, and risk bounds",
	journal = "Journal of the American Statistical Association",
	volume = "101",
	pages = "138--156",
	year = "2006"
}

@Article{ Birman-Solomjak,
	author = "M. S. Birman and M. Z. Solomjak",
	title = "Piecewise-polynomial approximations of functions of the classes {$W_p^\alpha$}",
	journal = "Math. USSR-Sbornik",
	volume = "2",
	number = "3",
	pages = "295--317",
	year = "1967"
}

@Article{ Gyorfi-Meulen,
	author = "L. Gyorfi and E.C. {van der Meulen}",
	title = "Density-free convergence properties of various estimators of entropy",
	journal = "Computational Statistics and Data Analysis",
	volume = "5",
	pages = "425--436",
	year = "1987"
}

@Article{ Silverman-1982,
	author = "B. W. Silverman",
	title = "On the estimation of a probability density function by the maximum penalized likelihood method",
	journal = "Annals of Statistics",
	volume = "10",
	pages = "795--810",
	year = "1982"
}

@Article{ Joe-1989,
	author = "H. Joe",
	title = "Estimation of entropy and other functionals of a multivariate density",
	journal = "Ann. Inst. Statist. Math.",
	volume = "41",
	pages = "683--697",
	year = "1989"
}

@Article{ Joe-jasa,
	author = "H. Joe",
	title = "Relative entropy measures of multivariate dependence",
	journal = "Journal of the American Statistical Association",
	volume = "84",
	number = "405",
	pages = "157--164",
	year = "1989"
}

@Article{ Hall-Morton,
	author = "P. Hall and S. Morton",
	title = "On estimation of entropy",
	journal = "Ann. Inst. Statist. Math.",
	volume = "45",
	number = "1",
	pages = "69--88",
	year = "1993"
}

@Article{ Kerkyacharian-Picard,
	author = "G. Kerkyacharian and D. Picard",
	title = "Estimating nonquadratic functionals",
	journal = "Annals of Statistics",
	volume = "24",
	number = "2",
	pages = "485--507",
	year = "1996"
}

@Article{ Birge-Massart,
	author = "L. Birg{\'e} and P. Massart",
	title = "Estimation of integral functionals of a density",
	journal = "Annals of Statistics",
	volume = "23",
	number = "1",
	pages = "11--29",
	year = "1995"
}

@Article{ Laurent,
	author = "B. Laurent",
	title = "Efficient estimation of integral functionals of a density",
	journal = "Annals of Statistics",
	volume = "24",
	number = "2",
	pages = "659--681",
	year = "1996"
}

@Article{ Ritov-Bickel,
	author = "Y. Ritov and P. Bickel",
	title = "Achieving information bounds in non and semiparametric models",
	journal = "Annals of Statistics",
	volume = "18",
	number = "2",
	pages = "925--938",
	year = "1990"
}

@Article{ Bickel-Ritov,
	author = "P. Bickel and Y. Ritov",
	title = "Estimating integrated squared density derivatives: {S}harp best order of convergence estimates",
	journal = "Sankhy$\bar{a}$ Ser. A",
	volume = "50",
	pages = "381--393",
	year = "1988"
}

@Article{ Yang-Barron,
	author = "Y. Yang and A. Barron",
	title = "Information-theoretic determination of minimax rates of convergence",
	journal = "Annals of Statistics",
	volume = "27",
	number = "5",
	pages = "1564--1599",
	year = "1999"
}

@Article{ Yu,
	author = "B. Yu",
	title = "Assouad, {F}ano and {L}e {C}am",
	journal = "Research Papers in Probability and Statistics: Festschrift in Honor of Lucien Le Cam",
	pages = "423--435",
	year = "1996"
}

@Article{ Donoho-Liu,
	author = "D. Donoho and R. Liu",
	title = "Geometrizing rates of convergence {II}",
	journal = "Annals of Statistics",
	volume = "19",
	pages = "633--667",
	year = "1991"
}

@Article{ Csiszar67,
	author = "I. Csisz{\'a}r",
	title = "Information-type measures of difference of probability distributions and indirect observation",
	journal = "Studia Sci. Math. Hungar",
	year = 1967,
	volume = "2",
	pages = "299--318"
}

@Article{ CaiSha03,
	author = "G. Caire and S. Shamai",
	title = "On the achievable throughput of a multi-antenna {G}aussian broadcast channel",
	journal = "IEEE Trans. Info. Theory",
	year = 2003,
	volume = "7",
	pages = "1649--1706"
}

@Article{ Ali-Silvey66,
	author = "S. M. Ali and S. D. Silvey",
	title = "A general class of coefficients of divergence of one distribution from another",
	journal = "J. Royal Stat. Soc. Series B",
	year = 1966,
	volume = "28",
	pages = "131--142"
}

@Book{ BerTsi,
	AUTHOR = "D. P. Bertsekas and J. N. Tsitsiklis",
	TITLE = "{P}arallel and {D}istributed {C}omputation: {N}umerical {M}ethods",
	PUBLISHER = "Athena Scientific",
	ADDRESS = "Boston, MA",
	YEAR = "1997"
}

@Book{ AldousFill,
	AUTHOR = "D. Aldous and J. Fill",
	TITLE = "Reversible Markov chains on graphs",
	ADDRESS = "UC Berkeley",
	YEAR = "2007",
	NOTE = "Book in preparation; available at http://www.stat.berkeley.edu/$\tilde{\phantom{e}}$aldous/RWG/book.html"
}

@Article{ Topsoe,
	author = "F. Topsoe",
	title = "Some inequalities for information divergence and related measures of discrimination",
	journal = "IEEE Transactions on Information Theory",
	volume = "46",
	pages = "1602--1609",
	year = "2000"
}

%% -----------------------------------------------------------------------------

@Book{ Russell2003,
	AUTHOR = "Stuart Russell and Peter Norvig",
	TITLE = "Artificial Intelligence: A Modern Approach",
	PUBLISHER = "Prentice-Hall, Englewood Cliffs, NJ",
	YEAR = "2003",
	EDITION = "2nd edition"
}

@Article{ Yatracos88,
	AUTHOR = "Y. G. Yatracos",
	TITLE = "A lower bound on the error in non-parametric regression type problems",
	JOURNAL = "Annals of Statistics",
	YEAR = "1988",
	VOLUME = "16",
	NUMBER = 3,
	PAGES = "1180--1187"
}

@Article{ Peel03,
	AUTHOR = "C. B. Peel",
	TITLE = "On Dirty-Paper Coding",
	JOURNAL = "IEEE Signal Processing Magazine",
	YEAR = "2003",
	VOLUME = "20",
	NUMBER = 3,
	PAGES = "112--113"
}

@Article{ Cetin06,
	AUTHOR = "M. Cetin and L. Chen and J. W. Fisher and A. T. Ihler and R. L. Moses and M. J. Wainwright and A. S. Willsky",
	TITLE = "Distributed fusion in sensor networks",
	JOURNAL = "{IEEE} {S}ignal {P}rocessing {M}agazine",
	YEAR = 2006,
	VOLUME = 23,
	PAGES = "42--55",
	MONTH = "July"
}

@Book{ ShannonWeaver,
	AUTHOR = "C.E. Shannon and W. Weaver",
	TITLE = "The Mathematical Theory of Communication",
	PUBLISHER = "The University of Illinois Press",
	ADDRESS = "Urbana",
	YEAR = 1949
}

@Article{ Lebowitz74,
	AUTHOR = "J. L. Lebowitz",
	TITLE = "{GHS} and other inequalities",
	JOURNAL = "Comm. Math. Physics",
	YEAR = "1974",
	VOLUME = "35",
	PAGES = "87--92"
}

@Book{ Matousek,
	AUTHOR = "J. Matousek",
	TITLE = "Lectures on discrete geometry",
	YEAR = 2002,
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York"
}

@Book{ Pollard84,
	AUTHOR = "D. Pollard",
	TITLE = "Convergence of {S}tochastic {P}rocesses",
	YEAR = 1984,
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York"
}

@Book{ IbrHas81,
	AUTHOR = "I. A. Ibragimov and R. Z. Has'minskii",
	TITLE = "Statistical {E}stimation: {A}symptotic {T}heory",
	YEAR = 1981,
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York"
}

@Article{ Pakzad06,
	AUTHOR = "P. Pakzad and V. Anantharam",
	TITLE = "Kikuchi approximation method for joint decoding of {LDPC} codes and partial response channels",
	JOURNAL = "IEEE Trans. Communications",
	YEAR = "2006",
	NOTE = "To appear"
}

@Article{ Pakzad05,
	AUTHOR = "P. Pakzad and V. Anantharam",
	TITLE = "Estimation and marginalization using {K}ikuchi approximation methods",
	JOURNAL = "Neural Computationa",
	YEAR = "2005",
	VOLUME = "17",
	NUMBER = 8,
	PAGES = "1836--1873",
	MONTH = "August"
}

@Article{ Albertazzi05,
	AUTHOR = "G. Albertazzi and S. Cioni and G. E. Corazza and M. Neri and R. Pedoni and P. Salmi and A. Vanelli-Coralli and M. Villanti",
	TITLE = "On the adaptive {DVB-S2} physical layer: design and performance",
	JOURNAL = "IEEE Wireless Communications",
	VOLUME = 7,
	PAGES = "62--68",
	MONTH = "December",
	YEAR = 2005
}

@Article{ Kou01,
	author = "Y. Kou and S. Lin and M. P. C. Fossorier",
	title = "Low-density parity-check codes based on finite geometries: a rediscovery and new results",
	journal = "IEEE Trans. Info. Theory",
	year = 2001,
	MONTH = "November",
	volume = "47",
	NUMBER = 7,
	pages = "2711--2736"
}

@Article{ Hoeffding63,
	author = "W. Hoeffding",
	title = "Probability inequalities for sums of bounded random variables",
	journal = "Journal of the American Statistical Association",
	year = 1963,
	volume = "58",
	pages = "13--30"
}

@Article{ Birman67,
	author = "M. S. Birman and M. Z. Solomjak",
	title = "Piecewise-polynomial approximations of functions of the classes $W^{\alpha}_p$",
	journal = "Mat. Sbornik",
	year = 1967,
	volume = "73",
	pages = "295--317"
}

@Article{ Cottrell83,
	author = "M. Cottrell and J. Fort and G. Malgouyres",
	title = "Large deviations and rare events in the study of stochastic algorithms",
	journal = "IEEE Trans. on Automatic Control",
	year = 1983,
	MONTH = "September",
	volume = "AC-28",
	NUMBER = 9,
	pages = "907--920"
}

@InProceedings{ Koe04,
	author = "R. Koetter and W. Li and P. O. Vontobel and J. L. Walker",
	TITLE = "Pseudo-codewords of cycle codes via zeta functions",
	booktitle = "Information Theory Workshop",
	MONTH = "October",
	year = 2004,
	pages = "7--12"
}

@InProceedings{ Von05,
	author = "P. O. Vontobel and R. Smarandache and N. Kiyavash and J. Teutsch and D. Vukobratovic",
	TITLE = "On the minimal pseudo-codewords of codes from finite geometries",
	booktitle = "International Symposium on Information Theory",
	MONTH = "September",
	year = 2005,
	pages = "908--984"
}

@InProceedings{ FelKoeVon05,
	author = "J. Feldman and R. Koetter and P. O. Vontobel",
	title = "The benefit of thresholding in {LP} decoding of {LDPC} codes",
	booktitle = "International Symposium on Information Theory",
	year = 2005,
	pages = "307--311"
}

@InProceedings{ Glass96,
	author = "P. Glasserman and P. Heidelberger and P. Shahabuddin and T. Zajic",
	title = "Splitting for rare event simulation: Analysis of simple cases",
	booktitle = "Winter Simulation Conference",
	year = 1996,
	pages = "302--308"
}

@Article{ Ana92,
	author = "V. Anantharam",
	title = "On fast simulation of the time to saturation of slotted {ALOHA}",
	journal = "Journal of Applied Probability",
	year = 1992,
	volume = "29",
	pages = "682--690"
}

@InProceedings{ WangSri05,
	AUTHOR = "W. Wang and R. Srinivasan",
	TITLE = "On importance sampling for iteratively decoded linear block codes",
	BOOKTITLE = "Proceedings of the International Conference on Communications, Circuits and Systems",
	YEAR = 2005,
	MONTH = "May",
	PAGE = "18--23",
	VOLUME = 1
}

@InProceedings{ XiaRyanICC03,
	AUTHOR = "B. Xia and W. E. Ryan",
	TITLE = "On importance sampling for linear block codes",
	BOOKTITLE = "Proceedings of the IEEE International Conference on Communications, Circuits and Systems",
	YEAR = 2003,
	MONTH = "May",
	PAGE = "11--15",
	VOLUME = 4
}

@InProceedings{ XiaRyanISIT03,
	AUTHOR = "B. Xia and W. E. Ryan",
	TITLE = "Importance Sampling for Loop-Free Decoding Trees with Applications to Low-Density Parity-Check Codes",
	BOOKTITLE = "Proceedings of the International Symposium on Information Theory",
	YEAR = 2003,
	MONTH = "July",
	PAGE = 120,
	ADDRESS = "Yokohama, Japan"
}

@InProceedings{ XiaRyan04,
	AUTHOR = "B. Xia and W. E. Ryan",
	TITLE = "Estimating {LDPC} codeword error rates via importance sampling",
	BOOKTITLE = "Proceedings of the International Symposium on Information Theory",
	YEAR = 2004,
	MONTH = "July",
	PAGE = 476,
	ADDRESS = "Chicago, USA"
}

@InProceedings{ Fan00,
	AUTHOR = "J. Fan",
	TITLE = "{``Array codes as low-density parity check codes''}",
	BOOKTITLE = "{Proc. of the Second Int. Symp. on Turbo Codes and Related Topics}",
	YEAR = 2000,
	MONTH = "Sept.",
	ADDRESS = "Brest, France"
}

@Article{ Holz05,
	AUTHOR = "R. Holzl{\"o}hner and A. Mahadevan and C. R. Menyuk and J. M. Morris and J. Zweck",
	TITLE = "Evaluation of the very low {BER} of {FEC} codes using dual adaptive importance sampling",
	JOURNAL = "IEEE Communications Letters",
	YEAR = 2005,
	MONTH = "February",
	PAGES = "163--165",
	VOLUME = 9,
	NUMBER = 2
}

@Article{ SadBuck90,
	AUTHOR = "J. Sadowsky and J. Bucklew",
	TITLE = "On large deviation theory and asymptotically efficient {M}onte {C}arlo estimation",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 1990,
	MONTH = "May",
	PAGES = "579--588",
	VOLUME = 36,
	NUMBER = 3
}

@Article{ XiaRyan05,
	AUTHOR = "B. Xia and W. E. Ryan",
	TITLE = "Importance sampling for {T}anner trees",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 2005,
	MONTH = "June",
	PAGES = "2183--2189",
	VOLUME = 51,
	NUMBER = 6
}

@Book{ Bucklew90,
	AUTHOR = "J. A. Bucklew",
	TITLE = "Large deviations techiques in decision, simulation, and estimation",
	PUBLISHER = "Wiley",
	ADDRESS = "New York, NY",
	YEAR = "1990"
}

@Book{ Ledoux01,
	AUTHOR = "M. Ledoux",
	TITLE = "The {C}oncentration of {M}easure {P}henomenon",
	PUBLISHER = "American Mathematical Society",
	SERIES = "Mathematical Surveys and Monographs",
	ADDRESS = "Providence, RI",
	YEAR = "2001"
}

@Book{ Pisier89,
	AUTHOR = "G. Pisier",
	TITLE = "The {V}olume of {C}onvex {B}odies and {B}anach {S}pace {G}eometry",
	PUBLISHER = "Cambridge University Press",
	SERIES = "Cambridge Tracts in Mathematics",
	VOLUME = 94,
	ADDRESS = "Cambridge, UK",
	YEAR = "1989"
}

@Book{ MilSch86,
	AUTHOR = "V. Milman and G. Schechtman",
	TITLE = "{A}symptotic {T}heory of {F}inite {D}imensional {N}ormed Spaces",
	PUBLISHER = "Springer",
	SERIES = "Lecture notes in mathematics",
	VOLUME = 1200,
	ADDRESS = "New York, NY",
	YEAR = "1986"
}

@Article{ Sun06,
	AUTHOR = "L. Sun and H. Song and Z. Keirn and B. V. K .V Kumar",
	TITLE = "{``Field programmable gate array (FPGA) for iterative code evaluation''}",
	JOURNAL = "IEEE Trans. on Magnetics",
	VOLUME = 42,
	NUMBER = 2,
	PAGES = "226--231",
	MONTH = "Feb.",
	YEAR = 2006
}

@Article{ Yang06,
	AUTHOR = "L. Yang and H. Liu and R. Shi",
	TITLE = "{``Code construction and FPGA implementation of capacity approaching low error-floor LDPC decoder''}",
	JOURNAL = "IEEE Trans. on Circuits and Systems",
	YEAR = 2006,
	NOTE = "To appear"
}

@Article{ Djurdjevic03,
	AUTHOR = "I. Djurdjevic and J. Xu and K. Abdel-Ghaffar and S. Lin",
	TITLE = "{``A class of low-density parity-check codes constructed based on Reed-Solomon codes with two information symbols''}",
	JOURNAL = "IEEE Communications Letters",
	VOLUME = 7,
	NUMBER = 7,
	PAGES = "317--319",
	MONTH = "July",
	YEAR = 2003
}

@Article{ Vasic04,
	AUTHOR = "B. Vasic and K. Pedagani and M. Ivkovic",
	TITLE = "{``High-rate girth-eight low-density parity-check codes on rectangular integer lattices''}",
	JOURNAL = "IEEE Trans. on Communications",
	VOLUME = 52,
	NUMBER = 8,
	MONTH = "Aug.",
	YEAR = 2004
}

@Article{ Tanner04,
	AUTHOR = "R. M. Tanner and D. Sridhara and A. Sridharan and T. E. Fuja and D. J. Costello",
	TITLE = "{``LDPC block and convolutional codes based on circulant matrices''}",
	JOURNAL = "IEEE Trans. on Information Theory",
	VOLUME = 50,
	NUMBER = 12,
	PAGES = "2966--2984",
	MONTH = "Dec.",
	YEAR = 2004
}

@Article{ MacKay03,
	AUTHOR = "D. MacKay and M. Postol",
	TITLE = "{``Weaknesses of Margulis and Ramanujan-Margulis low-density parity check codes''}",
	JOURNAL = "Electronic Notes in Theoretical Computer Science",
	VOLUME = 74,
	YEAR = 2003
}

@InProceedings{ Fan00,
	AUTHOR = "J. Fan",
	TITLE = "{``Array codes as low-density parity check codes''}",
	BOOKTITLE = "{Proc. of the Second Int. Symp. on Turbo Codes and Related Topics}",
	YEAR = 2000,
	MONTH = "Sept.",
	ADDRESS = "Brest, France"
}

@Article{ Mooij05b,
	AUTHOR = "J. M. Mooij and H. J. Kappen",
	TITLE = "On the properties of the {B}ethe approximation and Loopy Belief Propagation on binary networks",
	JOURNAL = "Journal of Statistical Mechanics: Theory and Experiment",
	YEAR = 2005,
	VOLUME = "P11012",
	PAGES = "407--432"
}

@Article{ DonTan05,
	AUTHOR = "D. L. Donoho and J. M. Tanner",
	TITLE = "Neighborliness of randomly-projected simplices in high dimensions",
	JOURNAL = "Proceedings of the National Academy of Sciences",
	YEAR = 2005,
	VOLUME = "102",
	NUMBER = 27,
	PAGES = "9452--9457"
}

@TechReport{ DonTan06,
	AUTHOR = "D. L. Donoho and J. M. Tanner",
	TITLE = "Counting faces of randomly-projected polytopes when the projection radically lowers dimension",
	YEAR = 2006,
	INSTITUTION = "Stanford University",
	NOTE = "Submitted to Journal of the AMS"
}

@TechReport{ Mooij05a,
	AUTHOR = "J. M. Mooij and H. J. Kappen",
	TITLE = "Sufficient conditions for convergence of Loopy Belief Propagation",
	YEAR = 2005,
	MONTH = "April",
	NUMBER = "arxiv:cs.IT:0504030",
	INSTITUTION = "University of Nijmegen",
	NOTE = "Submitted to IEEE Trans. Info. Theory"
}

@TechReport{ Zhang06,
	AUTHOR = "Z. Zhang and L. Dolecek and B. Nikolic and V. Anantharam and M. J. Wainwright",
	TITLE = "Investigation of error floors of structured low-density parity check codes by hardware emulation",
	YEAR = 2006,
	MONTH = "March",
	INSTITUTION = "Department of EECS, UC Berkeley",
	NOTE = "Submitted to Globecom 2006"
}

@InProceedings{ Ross05,
	AUTHOR = "M. Ross and L. P. Kaebling",
	TITLE = "Learning static object segmentation from motion segmentation",
	YEAR = 2005,
	BOOKTITLE = "20th National Conference on Artificial Intelligence"
}

@InProceedings{ NguWaiJor05c,
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	TITLE = "Divergence measures, surrogate loss functions and experimental design",
	YEAR = 2005,
	BOOKTITLE = "Advances in Neural Information Processing Systems",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA"
}

@Book{ Devore93,
	AUTHOR = "R. A. De{V}ore and G. G. Lorentz",
	TITLE = "Constructive {A}pproximation",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1993"
}

@Book{ Poor94,
	AUTHOR = "H. V. Poor",
	TITLE = "An Introduction to Signal Detection and Estimation",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1994"
}

@PhDThesis{ Tsitsiklis84,
	AUTHOR = "J. Tsitsiklis",
	TITLE = "Problems in decentralized decision-making and computation",
	SCHOOL = "Department of EECS, MIT",
	YEAR = 1984
}

@Article{ deGroot74,
	Author = "M. H. de{G}root",
	TITLE = "Reaching a consensus",
	Month = "March",
	Number = "345",
	Pages = "118--121",
	JOURNAL = "Journal of the American Statistical Association",
	Volume = "69",
	Year = "1974"
}

@Book{ LedTal91,
	AUTHOR = "M. Ledoux and M. Talagrand",
	TITLE = "Probability in Banach Spaces: Isoperimetry and Processes",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1991"
}

@Book{ DavNag03,
	AUTHOR = "H. A. David and H. N. Nagaraja",
	TITLE = "Order Statistics",
	PUBLISHER = "Wiley",
	SERIES = "Wiley Series in Probability and Statistics",
	ADDRESS = "New York",
	YEAR = "2003"
}

@Book{ Durrett95,
	AUTHOR = "R. Durrett",
	TITLE = "Probability: Theory and Examples",
	PUBLISHER = "Duxbury Press",
	ADDRESS = "New York, NY",
	YEAR = "1995"
}

@PhDThesis{ Minka01,
	AUTHOR = "T. P. Minka",
	TITLE = "A family of algorithms for approximate {B}ayesian inference",
	SCHOOL = "MIT",
	MONTH = "January",
	YEAR = 2001
}

@InProceedings{ MarWai06a,
	author = "E. Martinian and M. J. Wainwright",
	title = "Low density codes achieve the rate-distortion bound",
	booktitle = "Data Compression Conference",
	volume = 1,
	month = "March",
	year = "2006",
	NOTE = "Available at arxiv:cs.IT/061123",
	PAGES = "153--162"
}

@InProceedings{ MarWai06b,
	author = "E. Martinian and M. J. Wainwright",
	title = "Low density codes can achieve the {W}yner-{Z}iv and {G}elfand-{P}insker bounds",
	booktitle = "International Symposium on Information Theory",
	month = "July",
	year = "2006",
	NOTE = "Available at arxiv:cs.IT/0605091",
	PAGES = "484--488"
}

@TechReport{ WaiMar07,
	AUTHOR = "M. J. Wainwright and E. Martinian",
	TITLE = "Low-density codes that are optimal for joint source/channel coding and binning",
	YEAR = 2007,
	MONTH = "April",
	INSTITUTION = "UC Berkeley, Department of Statistics",
	NUMBER = "Technical Report 730",
	NOTE = "Available at arXiv:0704.1818"
}

@InProceedings{ MarWai06c,
	author = "E. Martinian and M. J. Wainwright",
	title = "Analysis of {LDGM} and compound codes for lossy compression and binning",
	booktitle = "Workshop on Information Theory and Applications (ITA)",
	LOCATIOn = "San Diego, CA",
	month = "February",
	year = "2006",
	NOTE = "Available at arxiv:cs.IT/0602046",
	PAGES = "229--233"
}

@InCollection{ McDia,
	AUTHOR = "C. Mc{D}iarmid",
	TITLE = "On the method of bounded differences",
	BOOKTITLE = "Surveys in Combinatorics",
	PUBLISHER = "Cambridge University Press",
	SERIES = "Long Math. Soc. Lecture Notes",
	YEAR = "1989",
	NUMBER = 141,
	PAGES = "148--188"
}

@InProceedings{ Chou01,
	author = "J. Chou and S. S. Pradhan and K. Ramchandran",
	title = "Turbo coded trellis-based constructions for data embedding: Channel coding with side information",
	booktitle = "Proceedings of the Asilomar Conference",
	month = "November",
	year = "2001",
	PAGES = "305--309"
}

@InProceedings{ Chou99,
	author = "J. Chou and S. S. Pradhan and K. Ramchandran",
	title = "On the duality between distributed source coding and data hiding",
	booktitle = "Proceedings of the Asilomar Conference",
	month = "October",
	year = "1999",
	PAGES = " 1503--1507"
}

@Book{ Bertsekas_nonlin,
	AUTHOR = "D.P. Bertsekas",
	TITLE = "Nonlinear programming",
	PUBLISHER = "Athena Scientific",
	ADDRESS = "Belmont, MA",
	YEAR = "1995"
}

@Article{ Efron04,
	AUTHOR = "B. Efron and T. Hastie and I. Johnstone and R. Tibshirani",
	TITLE = "Least Angle Regression",
	JOURNAL = "Annals of Statistics",
	YEAR = 2004,
	VOLUME = "32",
	NUMBER = 2,
	PAGES = "407--499"
}

@Article{ Fletcher06,
	AUTHOR = "A. K. Fletcher and S. Rangan and V. K. Goyal and K. Ramchandran",
	TITLE = "Denoising by sparse approximation: {E}rror bounds based on rate-distortion theory",
	JOURNAL = "Journal on Applied Signal Processing",
	YEAR = 2006,
	VOLUME = "10",
	PAGES = "1--19"
}

@InProceedings{ Bar06,
	AUTHOR = "S. Sarvotham and D. Baron and R. G. Baraniuk",
	TITLE = "Measurements versus bits: Compressed sensing meets information theory",
	BOOKTITLE = "Proc. Allerton Conference on Control, Communication and Computing",
	YEAR = 2006,
	MONTH = "September"
}

@InProceedings{ Fletcher07,
	AUTHOR = "A. K. Fletcher and S. Rangan and V. K. Goyal",
	TITLE = "Error bounds on sparse approximation",
	BOOKTITLE = "ICASSP",
	YEAR = 2007,
	MONTH = "April"
}

@InProceedings{ DonTan06b,
	AUTHOR = "D. Donoho and J. Tanner",
	TITLE = "Thresholds for the recovery of sparse solutions via $\ell_1$ minimization",
	BOOKTITLE = "Proc. Conf. on Information Sciences and Systems",
	YEAR = 2006,
	MONTH = "March"
}

@Article{ CandesTao06,
	AUTHOR = "E. Candes and T. Tao",
	TITLE = "The {D}antzig Selector: Statistical estimation when $p$ is much larger than $n$",
	JOURNAL = "Annals of Statistics",
	YEAR = 2006
}

@Article{ Chen98,
	AUTHOR = "S. Chen and D. L. Donoho and M. A. Saunders",
	TITLE = "Atomic decomposition by basis pursuit",
	JOURNAL = "SIAM J. Sci. Computing",
	YEAR = 1998,
	VOLUME = "20",
	NUMBER = 1,
	PAGES = "33--61"
}

@Article{ Gu01,
	AUTHOR = "M. G. Gu and H. T. Zhu",
	TITLE = "Maximum likelihood estimation by Markov chain Monte Carlo approximation",
	JOURNAL = "J. R. Statist. Soc. B",
	YEAR = 2001,
	VOLUME = "63",
	PAGES = "339--355"
}

@Article{ BaiYin88,
	AUTHOR = "Z. D. Bai and Y. Q. Yin",
	TITLE = "Convergence to the semicircle law",
	JOURNAL = "Annals of Probability",
	YEAR = 2001,
	VOLUME = "16",
	MONTH = "April",
	NUMBER = 2,
	PAGES = "863--875"
}

% Analysis of standard stochastic gradient for ML in MRFs

@Article{ Younes88,
	AUTHOR = "L. Younes",
	TITLE = "Estimation and annealing for {G}ibbsian fields",
	JOURNAL = "Ann. Inst. Henri Poincare",
	YEAR = 1988,
	VOLUME = "24",
	NUMBER = 2,
	PAGES = "269--294"
}

% Study of asymptotics of correlations etc. in Ising models

@Article{ Pickard76,
	AUTHOR = "D. K. Pickard",
	TITLE = "Asymptotic inference for an {I}sing lattice",
	JOURNAL = "Jour. Applied Probability",
	YEAR = 1976,
	VOLUME = "13",
	NUMBER = 3,
	PAGES = "486--497"
}

@Article{ Uhlmann63,
	AUTHOR = "W. Uhlmann",
	TITLE = "Ranggrossen als Schatzfunktionen",
	JOURNAL = "Metrika.",
	YEAR = 1963,
	VOLUME = "7",
	PAGES = "????"
}

@Article{ Erez05,
	AUTHOR = "U. Erez and S. {ten Brink}",
	TITLE = "A close-to-capacity dirty paper coding scheme",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 2005,
	VOLUME = "51",
	NUMBER = 10,
	PAGES = "3417--3432"
}

@Article{ Creignou03,
	AUTHOR = "N. Creignou and H. Daud{\'e} and O. Dubois",
	TITLE = "Approximating the satisfiability threshold of random {XOR} formulas ",
	JOURNAL = "Combinatorics, Probability and Computing",
	YEAR = 2003,
	VOLUME = "12",
	PAGES = "113--126"
}

@Article{ Ho80,
	AUTHOR = "Y. C. Ho",
	TITLE = "Team decision problems and information structures",
	JOURNAL = "Proceedings of the IEEE",
	YEAR = 1980,
	VOLUME = "68",
	PAGES = "644--654"
}

@Book{ Miller90,
	AUTHOR = "A. J. Miller",
	TITLE = "Subset selection in regression",
	PUBLISHER = "Chapman-Hall",
	ADDRESS = "New York, NY",
	YEAR = "1990"
}

@Book{ Benveniste90,
	AUTHOR = "A. Benveniste and M. Metivier and P. Priouret",
	TITLE = "Adaptive Algorithms and Stochastic Approximations",
	PUBLISHER = "Springer-Verlag ",
	ADDRESS = "New York, NY",
	YEAR = "1990"
}

@Article{ Ayanoglu90,
	AUTHOR = "E. Ayanoglu",
	TITLE = "On optimal quantization of noisy sources",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 1990,
	NUMBER = 6,
	VOLUME = "36",
	PAGES = "1450--1452"
}

@Article{ Gubner93,
	AUTHOR = "J. A. Gubner",
	TITLE = "Decentralized estimation and quantization",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 1993,
	NUMBER = 4,
	VOLUME = "39",
	PAGES = "1456--1459"
}

@Article{ Ishwar05,
	AUTHOR = "P. Ishwar and R. Puri and K. Ramchandran and S. S. Pradhan",
	TITLE = "On rate-constrained distributed estimation in unreliable sensor networks",
	JOURNAL = "IEEE Jour. Sel. Areas Comm.",
	YEAR = 2005,
	MONTH = "April",
	NUMBER = 4,
	VOLUME = "23",
	PAGES = "????"
}

@Article{ Leisink00,
	AUTHOR = "M. A. R. Leisink and H. J. Kappen",
	TITLE = "Learning in higher order {B}oltzmann machines using linear response",
	JOURNAL = "Neural Networks",
	YEAR = 2000,
	VOLUME = "13",
	PAGES = "329--335"
}

@TechReport{ Ciliberti05b,
	AUTHOR = "S. Ciliberti and M. M{\'e}zard and R. Zecchina",
	TITLE = "Message-passing algorithms for non-linear nodes and data compression",
	YEAR = 2005,
	NOTE = "arXiv:cond-mat/0508723",
	MONTH = "November"
}

@TechReport{ Chatterjee05,
	AUTHOR = "S. Chatterjee",
	TITLE = "An error bound in the {S}udakov-{F}ernique inequality",
	YEAR = 2005,
	NOTE = "arXiv:math.PR/0510424",
	INSTITUTION = "UC Berkeley",
	MONTH = "October"
}

@TechReport{ Ciliberti05a,
	AUTHOR = "S. Ciliberti and M. M{\'e}zard",
	TITLE = "The theoretical capacity of the parity source coder",
	YEAR = 2005,
	NOTE = "arXiv:cond-mat/0506652",
	MONTH = "August"
}

@Article{ Siskind72,
	author = "V. Siskind",
	title = "Second moments of inverse {W}ishart-matrix elements",
	year = 1972,
	journal = "Biometrika",
	VOLUME = 59,
	number = 3,
	MONTH = "December",
	pages = "690--691"
}

@Article{ Breiman95,
	author = "L. Breiman",
	title = "Better Subset Regression Using the Nonnegative Garrote",
	year = "1995",
	journal = "Technometrics",
	number = "37",
	pages = "373--384"
}

@Article{ Zamir02,
	author = "R. Zamir and S. Shamai (Shitz) and U. Erez",
	title = "Nested Linear/Lattice Codes for Structured Multiterminal Binning",
	year = "2002",
	journal = "IEEE Trans. Info. Theory",
	number = "48",
	volume = "6",
	pages = "1250--1276"
}

@Article{ CandesTao05,
	author = "E. Candes and T. Tao",
	title = "Decoding by linear programming",
	year = "2005",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 51,
	number = 12,
	MONTH = "December",
	pages = "4203--4215"
}

@Article{ Tropp04,
	author = "J. Tropp",
	title = "Greed is good: algorithmic results for sparse approximation",
	year = "2004",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 50,
	number = 10,
	pages = "2231--2242"
}

@Article{ Elad02,
	author = "M. Elad and A. M. Bruckstein",
	title = "A generalized uncertainty principle and sparse representation in pairs of bases",
	year = "2002",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 48,
	number = 9,
	MONTH = "September",
	pages = "2558--2567"
}

@Article{ Feuer03,
	author = "A. Feuer and A. Nemirovski",
	title = "On sparse representation in pairs of bases",
	year = "2003",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 49,
	number = 6,
	pages = "1579--1581"
}

@Article{ Donoho01,
	author = "D. Donoho and X. Huo",
	title = "Uncertainty principles and ideal atomic decomposition",
	year = "2001",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 47,
	number = 7,
	pages = "2845--2862"
}

@Article{ DonElTem06,
	author = "D. Donoho and M. Elad and V. M. Temlyakov",
	title = "Stable recovery of sparse overcomplete representations in the presence of noise",
	year = "2006",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 52,
	number = 1,
	MONTH = "January",
	pages = "6--18"
}

@Article{ Donoho06,
	author = "D. Donoho",
	title = "Compressed sensing",
	year = "2006",
	journal = "IEEE Trans. Info. Theory",
	VOLUME = 52,
	number = 4,
	MONTH = "April",
	pages = "1289--1306"
}

@Article{ Tropp06,
	author = "J. Tropp",
	title = "Just relax: Convex programming methods for identifying sparse signals in noise",
	year = "2006",
	journal = "IEEE Trans. Info Theory",
	VOLUME = 52,
	number = 3,
	MONTH = "March",
	pages = "1030--1051"
}

@TechReport{ CanRomTao04,
	author = "E. Candes and J. Romberg and T. Tao",
	title = "Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information",
	year = "2004",
	INSTITUTION = "Caltech"
}

@book{huber:1974,
    address = {New York},
    author = {Huber, Peter},
    citeulike-article-id = {553269},
    keywords = {asymptotics, robust\_inference, sandwich\_estimator, statistical\_theory},
    posted-at = {2006-03-15 17:29:15},
    priority = {0},
    publisher = {Wiley},
    title = {{Robust Statistics}},
    year = {1974}
}

@incollection{LeeLeeAbbNg06,
    author = {Lee, Su I. and Lee, Honglak and Abbeel, Pieter and Ng, Andrew Y.},
    booktitle = {Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-06)},
    citeulike-article-id = {5442499},
    keywords = {file-import-09-08-15},
    posted-at = {2009-08-15 09:07:29},
    priority = {2},
    title = {{Efficient L1 Regularized Logistic Regression}},
    year = {2006}
}

@book{shor1985,
    address = {New York, NY, USA},
    author = {Shor, N. Z. and Kiwiel, K. C. and Ruszcaynski, A.},
    citeulike-article-id = {1066104},
    keywords = {bibtex-import},
    posted-at = {2007-01-25 08:04:32},
    priority = {2},
    publisher = {Springer-Verlag New York, Inc.},
    title = {{Minimization methods for non-differentiable functions}},
    year = {1985}
}

@book{nesterov2004,
    author = {Nesterov, Yurii},
    edition = {1},
    howpublished = {Gebundene Ausgabe},
    keywords = {convex, methods, nesterov, optimization},
    posted-at = {2009-03-03 16:21:44},
    priority = {2},
    publisher = {Springer Netherlands},
    year = {2003},
    title = {{Introductory Lectures on Convex Optimization: A Basic Course (Applied Optimization)}},
}




@Article{ CanRomTao06,
	author = "E. Candes and J. Romberg and T. Tao",
	title = "Stable signal recovery from incomplete and inaccurate measurements",
	year = "2006",
	journal = "Communications on Pure and Applied Mathematics",
	VOLUME = 59,
	number = "8",
	pages = "1207--1223",
	MONTH = "August"
}

@Article{ Donoho04a,
	author = "D. Donoho",
	title = "For Most Large Underdetermined Systems of Linear Equations, The Minimal $\ell_1$-Norm Solution Is Also The Sparsest Solution",
	year = "2006",
	journal = "Communications on Pure and Applied Mathematics",
	VOLUME = 59,
	number = "6",
	pages = "797--829",
	MONTH = "June"
}

@Article{ Donoho04b,
	author = "D. Donoho",
	title = "For Most Large Underdetermined Systems of Linear Equations, The Minimal $\ell_1$-norm Near-Solution Approximates the Sparsest Near-Solution",
	year = "2006",
	journal = "Communications on Pure and Applied Mathematics",
	VOLUME = 59,
	number = "7",
	pages = "907--934",
	MONTH = "July"
}

%TECHREPORT{Donoho04b,
%author 	= {Donoho, D.},
%title  	= {For Most Large Undetermined System of Linear Equations the 
%Minimal $l_{1}$-norm near-solution approximates the sparsest solution},
%year   	= {2004},
%INSTITUTION = ``Stanford University''
%}

%TECHREPORT{Donoho04a,
%author 	= {Donoho, D.},
%title  	= {For Most Large Undetermined System of Linear Equations the 
%Minimal $l_{1}$-norm near-solution is also the sparsest solution},
%year   	= {2004},
%INSTITUTION = ``Stanford University''
%}

@Article{ Fan01,
	author = "J. Fan and R.Z. Li",
	title = "Variable Selection via Nonconcave Penalized Likelihood and its Oracle Propertie",
	year = "2001",
	journal = "Journal of American Statistical Association",
	number = "32",
	pages = "407--499"
}

@Article{ Fu01,
	author = "W.J. Fu",
	title = "Penalized regression: The Bridge versus the Lasso",
	year = "2001",
	journal = "Journal of Computational and Graphical Statistics",
	number = "7(3)",
	pages = "397--416"
}

@Article{ Frank93,
	author = "I. Frank and J. Friedman",
	title = "A Statistical View od Some Chemometrics Regression Tools",
	year = "1993",
	journal = "Technometrics",
	number = "35",
	pages = "109--148"
}

@Article{ Friedman04,
	author = "J.H. Friedman and B. Popescu",
	title = "Gradient directed regularization",
	year = "2004",
	journal = "",
	number = "",
	pages = "",
	webaddress = "http://www-stat.stanford.edu/\%7Ejhf/"
}

@Article{ Knight00,
	author = "K. Knight and W. J. Fu",
	title = "Asymptotics for Lasso-type estimators",
	year = "2000",
	journal = "Annals of Statistics",
	volume = "28",
	pages = "1356--1378"
}

@Article{ Hall05,
	author = "P. Marron J.S. Hall and A. Neeman",
	title = "Geometric representation of high dimension",
	year = "2005",
	journal = "Journal of Royal Statistical Society, Series B",
	number = "67(3)",
	pages = "427--444"
}

@Book{ Chernoff72,
	author = "H. Chernoff",
	title = "Sequential Analysis and Optimal Design",
	publisher = "SIAM",
	SERIES = "Regional Conference Series in Applied Mathematics",
	year = "1972"
}

@Book{ Serfling80,
	author = "R. J. Serfling",
	title = "Approximation Theorems of Mathematical Statistics",
	publisher = "Wiley",
	SERIES = "Wiley Series in Probability and Statistics",
	year = 1980
}

@Book{ Hastie01,
	author = "T. Tibshirani R. Hastie and J.H. Friedman",
	title = "The Elements of Statistical Learning: Data Mining, Inference and Prediction",
	publisher = "Springer Verlag",
	year = "2001"
}

@Article{ Hoerl70,
	author = "A.E. Hoerl and R.W. Kennard",
	title = "Ridge Regression: Biased Estimation for Nonorthogonal Problems",
	year = "1970",
	journal = "Technometrics",
	number = "12",
	pages = "55--67"
}

@Article{ Kim05,
	author = "Y. Kim J. Kim and Y. Kim",
	title = "Blockwise Sparse Regression",
	year = "2005",
	journal = "Technical Report",
	number = "",
	pages = "",
	webaddress = "http://idea.snu.ac.kr/BSR.pdf"
}

@InProceedings{ ZhoLafWas07,
	AUTHOR = "S. Zhou and J. Lafferty and L. Wasserman",
	TITLE = "Compressed regression",
	BOOKTITLE = "Neural Information Processing Systems",
	YEAR = 2007,
	MONTH = "December"
}

@Article{ Leng05,
	author = "C. Lin Y. Leng and G. Wahba",
	title = "A Note on the LASSO and related procedures in model selection",
	year = "2004",
	journal = "Statistica Sinica",
	number = "To appear",
	pages = "",
	webaddress = ""
}


@Article{ Osborne00a,
	author = "M.R. Presnell B. Osborne and Turlach B.A.",
	title = "A new approach to variable selection in least squares problems",
	year = "2000a",
	journal = "Journal of Numerical Analysis",
	number = "20(3)",
	pages = "389--403",
	webaddress = ""
}

@Article{ Osborne00b,
	author = "M.R. Presnell B. Osborne and Turlach B.A.",
	title = "On the LASSO and its dual",
	year = "2000b",
	journal = "Journal of Computational and Graphical Statistics",
	number = "9(2)",
	pages = "319--337",
	webaddress = ""
}

@Article{ Rosset04,
	author = "S. Zhu J. Rosset and T. Hastie",
	title = "Boosting as a regularized path to a maximum margin classifier",
	year = "2004",
	journal = "Journal of Machine Learning Research",
	number = "5",
	pages = "941--973",
	webaddress = ""
}

@Article{ Tibshirani96,
	author = "R. Tibshirani",
	title = "Regression shrinkage and selection via the {L}asso",
	year = "1996",
	journal = "Journal of the Royal Statistical Society, Series B",
	number = "1",
	volume = 58,
	pages = "267--288",
	webaddress = ""
}

@InProceedings{ Fuchs04,
	TITLE = "Recovery of exact sparse representations in the presence of noise",
	AUTHOR = "J. J. Fuchs",
	BOOKTITLE = "ICASSP",
	YEAR = "2004",
	VOLUME = 2,
	PAGES = "533--536"
}

@InProceedings{ Sun05,
	TITLE = "Near-capacity dirty-paper code designs based on {TCQ} and {IRA} codes",
	AUTHOR = "Y. Sun and A. Liveris and V. Stankovic and Z. Xiong",
	BOOKTITLE = "ISIT",
	YEAR = "2005",
	MONTH = "September",
	PAGES = "184--188"
}

@InProceedings{ Liveris03,
	TITLE = "Nested convolutional/turbo codes for the binary {W}yner-{Z}iv problem",
	AUTHOR = "A. Liveris and Z. Xiong and C. Georghiades",
	BOOKTITLE = "Proceedings of the International Conference on Image Processing (ICIP)",
	YEAR = "2003",
	MONTH = "September",
	VOLUME = 1,
	PAGES = "601--604"
}

@InProceedings{ CirIbSud76,
	TITLE = "Norm of {G}aussian sample functions",
	AUTHOR = "B. S. Cirel'son and I. A. Ibragimov and V. N. Sudakov",
	BOOKTITLE = "Proceedings of the 3rd Japan-USSR Symposium on Probability Theory",
	YEAR = "1976",
	VOLUME = 550,
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "Berlin",
	PAGES = "20--41"
}

@Article{ Fuchs05,
	author = "J. J. Fuchs",
	title = "Recovery of exact sparse representations in the presence of noise",
	year = 2005,
	journal = "IEEE Trans. Info. Theory",
	VOLUME = 51,
	number = 10,
	pages = "3601--3608",
	MONTH = "October"
}

@Article{ Tropp04tech,
	author = "J.A. Tropp",
	title = "Just relax: Convex programming methods for subset selection and sparse approximation",
	year = "2004",
	journal = "ICES Report 04-04, UT-Austin, February.",
	number = "",
	pages = "",
	webaddress = ""
}

@Article{ Yuan05,
	author = "M. Yuan and Y. Lin",
	title = "Model Selection and Estimation in Regression with Grouped Variables",
	year = "2005",
	journal = "Technical Report",
	number = "",
	pages = "",
	webaddress = ""
}

@Article{ Zhao04,
	author = "P. Zhao and B Yu",
	title = "Boosted Lasso",
	year = "2004",
	journal = "Technical Report, Statistics Department, UC Berkeley",
	number = "",
	pages = "",
	webaddress = ""
}

@Article{ Zou05,
	author = "H. Zou and T. Hastie",
	title = "Regularization and variable selection via the elastic net",
	year = "2005",
	journal = "Journal of the Royal Statistical Society, Series B",
	number = "67(2)",
	pages = "301--320",
	webaddress = ""
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Book{ Alon,
	AUTHOR = "N. Alon and J. Spencer",
	TITLE = "The {P}robabilistic {M}ethod",
	PUBLISHER = "Wiley Interscience",
	YEAR = 2000,
	ADDRESS = "New York"
}

@InProceedings{ BarTew05a,
	TITLE = "Sparseness versus estimating conditional probabilities: Some asymptotic results",
	AUTHOR = "P. Bartlett and A. Tewari",
	BOOKTITLE = "Proceedings of the 17th Annual Conference on Learning Theory",
	YEAR = "2004",
	VOLUME = 3120,
	SERIES = "Lecture Notes in Computer Science",
	PUBLISHER = "Springer-Verlag",
	PAGES = "564--578"
}

@InProceedings{ BarTew05b,
	TITLE = "On the consistency of multiclass classification methods",
	AUTHOR = "A. Tewari and P. Bartlett",
	BOOKTITLE = "Proceedings of the 17th Annual Conference on Learning Theory",
	YEAR = "2005",
	VOLUME = 31559,
	SERIES = "Lecture Notes in Computer Science",
	PUBLISHER = "Springer-Verlag",
	PAGES = "143--157"
}

% Quantization for BP in applications to images

@InProceedings{ Coughlan04,
	TITLE = "Shape matching with belief propagation: using dynamic quantization to accomodate occlusion and clutter",
	AUTHOR = "J. Coughlan and H. Shen",
	BOOKTITLE = "Workshop on Generative Model-Based Vision",
	YEAR = "2004"
}

% Original quantization 

@InProceedings{ Coughlan02,
	TITLE = "Finding deformable shapes using loopy belief propagation",
	AUTHOR = "J. Coughlan and S. Ferreira",
	BOOKTITLE = "European Conference on Computer Vision",
	YEAR = "2002"
}

@Article{ Ellis84,
	AUTHOR = "R. S. Ellis",
	TITLE = "Large deviations for a general class of random vectors",
	JOURNAL = "Annals of Probability",
	YEAR = 1984,
	VOLUME = "12",
	PAGES = "1--12"
}

@Article{ Sanov57,
	AUTHOR = "I. N. Sanov",
	TITLE = "On the probability of large deviations of random variables",
	JOURNAL = "Mat. Sbornik",
	YEAR = 1957,
	VOLUME = "42",
	PAGES = "11--44"
}

@Article{ Cooley65,
	AUTHOR = "J. C. Cooley and J. W. Tukey",
	TITLE = "An algorithm for the machine computation of complex {F}ourier series",
	JOURNAL = "Machine Computing",
	YEAR = 1965,
	VOLUME = "19",
	PAGES = "291--301"
}

@Article{ Mao05,
	AUTHOR = "Y. Mao and F. R. Kschischang and L. Baochun and S. Pasupathy",
	TITLE = "A factor graph approach to link loss monitoring in wireless sensor networks",
	JOURNAL = "IEEE Jour. Sel. Area Communication",
	YEAR = 2005,
	VOLUME = "23",
	NUMBER = 4,
	MONTH = "April",
	PAGES = "820--829"
}

@InProceedings{ Ihler04,
	AUTHOR = "A. T. Ihler and J. W. Fisher and A. S. Willsky",
	TITLE = "Non-parametric belief propagation for sensor self-calibration",
	BOOKTITLE = "Proceedings of the International Conference on Acoustic, Speech, and Signal Processing",
	YEAR = 2004,
	MONTH = "May",
	PAGES = "861--864",
	VOLUME = 3
}

@InProceedings{ Plarre04,
	AUTHOR = "K. Plarre and P. R. Kumar and T. Seidman",
	TITLE = "Increasingly correct message-passing algorithms for heat source detection in sensor networks",
	BOOKTITLE = "IEEE Conference on {A}d {H}oc {C}ommunications and {N}etworks",
	YEAR = 2004,
	MONTH = "October",
	PAGES = "470--479",
	VOLUME = 1
}

@InProceedings{ Delouille03,
	AUTHOR = "V. Delouille and R. Neelamani and V. Chandrasekaran and R. G. Baraniuk",
	TITLE = "The embedded triangles algorithm for distributed estimation in sensor networks",
	BOOKTITLE = "IEEE Workshop on Statistical Signal Processing",
	YEAR = 2003,
	MONTH = "October",
	PAGES = "371--374"
}

@Misc{ IPSN04,
	TITLE = "Third {I}nternational {IEEE} {S}ymposium on {I}nformation {P}rocessing in {S}ensor {N}etworks",
	LOCATION = "Berkeley, CA",
	YEAR = "2004"
}

@Misc{ IPSN05,
	TITLE = "Fourth International IEEE Symposium on Information Processing in Sensor Networks",
	LOCATION = "Los Angeles, CA",
	YEAR = "2005"
}

@InProceedings{ Coates04,
	AUTHOR = "M. Coates and I. Psaromiligkos",
	TITLE = "Evaluating average causal effect using wireless sensor networks",
	BOOKTITLE = "Proceedings of the International Conference on Acoustic, Speech, and Signal Processing",
	YEAR = 2004,
	MONTH = "May",
	PAGES = "905--908",
	VOLUME = 3
}

@InProceedings{ Liu04,
	AUTHOR = "E. C. Liu and J. M. F. Moura",
	TITLE = "Fusion in sensor networks: convergence study",
	BOOKTITLE = "Proceedings of the International Conference on Acoustic, Speech, and Signal Processing",
	YEAR = 2004,
	MONTH = "May",
	PAGES = "865--868",
	VOLUME = 3
}

@InProceedings{ Moura03,
	AUTHOR = "J. M. F. Moura and J. Lu and M. Kleiner",
	TITLE = "Intelligent sensor fusion: a graphical model approach",
	BOOKTITLE = "Proceedings of the International Conference on Acoustic, Speech, and Signal Processing",
	YEAR = 2003,
	MONTH = "April"
}

@InProceedings{ Venkatesh04,
	AUTHOR = "S. Venkatesh and M. Alanyali and O. Savas and M. Aeron",
	TITLE = "Classification in sensor networks",
	BOOKTITLE = "International Symposium on Information Theory",
	YEAR = 2004,
	MONTH = "July",
	PAGES = 251
}

@InProceedings{ Cheng04,
	AUTHOR = "P. Cheng and C. Chuah and X. Lin",
	TITLE = "Energy-aware node placement in wireless sensor networks",
	BOOKTITLE = "Global Telecommunications Conference",
	YEAR = 2004,
	MONTH = "December",
	PAGES = "3210--3214",
	VOLUME = 5
}

@InProceedings{ Ganesan04,
	AUTHOR = "D. Ganesan and R. Cristecu and B. Beferull-Lozano",
	TITLE = "Power-efficient sensor placement and transmission structure for data gathering under distortion constraints",
	BOOKTITLE = "Information Processing in Sensor Networks",
	YEAR = 2004,
	MONTH = "April",
	PAGES = "142--150",
	VOLUME = 3
}

@Article{ Geman90,
	AUTHOR = "D. Geman and S. Geman and  and C. Graffigne and P. Dong",
	TITLE = "Boundary detection by constrained optimization",
	JOURNAL = "IEEE Trans. PAMI",
	YEAR = "1990",
	VOLUME = "12",
	NUMBER = 7,
	PAGES = "609--628"
}

@Article{ Meinshausen04,
	AUTHOR = "N. Meinshausen and P. Buhlmann",
	TITLE = "Consistent neighborhood selection for sparse high-dimensional graphs with the {L}asso",
	JOURNAL = "Annals of Statistics",
	YEAR = "2005",
	NOTE = "To appear"
}

@Book{ Ghiglia98,
	AUTHOR = "D. C. Ghiglia and M. D. Pritt",
	TITLE = "Two-dimensional phase unwrapping: {T}heory, algorithms, and software",
	PUBLISHER = "Wiley-Interscience",
	ADDRESS = "New York",
	YEAR = 1998
}

@Article{ Suh04,
	author = "J. Suh and M. Horton",
	title = "Powering sensor networks",
	journal = "IEEE Potentials",
	year = 2004,
	volume = "23",
	NUMBER = 3,
	pages = "35--38"
}

% Survey on practical iterative decoding implementations

@Article{ Yeo03,
	AUTHOR = "E. Yeo and B. Nikolic and V. Anantharam",
	TITLE = "Iterative decoder architectures",
	JOURNAL = "IEEE Communications Magazine",
	YEAR = "2003",
	VOLUME = "41",
	NUMBER = 8,
	PAGES = "132--140"
}

@Book{ Ziegler,
	AUTHOR = "G. M. Ziegler",
	TITLE = "Lectures on polytopes",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1995"
}

@Book{ Devroye,
	AUTHOR = "L. Devroye and L. Gyorfi and G. Lugosi",
	TITLE = "A Probabilistic Theory of Pattern Recognition",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1996"
}

@InProceedings{ Han90,
	author = "J. Han and P. K. Varshney and V. C. Vannicola",
	title = "Some results on distributed nonparametric detection",
	booktitle = "Proc. 29th Conf. on Decision and Control",
	pages = "2698--2703",
	year = "1990"
}

@Article{ Wyner74,
	AUTHOR = "A. D. Wyner",
	TITLE = "Recent results in {S}hannon theory",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1974",
	VOLUME = "IT-20",
	PAGES = "2--10",
	MONTH = "January"
}

@Article{ Viswanathan97,
	AUTHOR = "R. Viswanathan and P. K. Varshney",
	TITLE = "Distributed detection with multiple sensors: Part I---Fundamentals",
	JOURNAL = "Proceedings of the IEEE",
	YEAR = "1997",
	VOLUME = "85",
	PAGES = "54--63",
	MONTH = "January"
}

@Article{ Blum97,
	AUTHOR = "R. S. Blum and S. A. Kassam and H. V. Poor",
	TITLE = "Distributed detection with multiple sensors: Part II---Advanced Topics",
	JOURNAL = "Proceedings of the IEEE",
	YEAR = "1997",
	VOLUME = "85",
	PAGES = "64--79",
	MONTH = "January"
}

@Article{ Wyner74,
	AUTHOR = "A. D. Wyner",
	TITLE = "Recent results in {S}hannon theory",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1974",
	VOLUME = "IT-20",
	PAGES = "2--10",
	MONTH = "January"
}

@Article{ WynerZiv76,
	AUTHOR = "A. D. Wyner and J. Ziv",
	TITLE = "The rate-distortion function for source encoding with side information at the encoder",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1976",
	VOLUME = "IT-22",
	PAGES = "1--10",
	MONTH = "January"
}

@Article{ MezRicZec02,
	AUTHOR = "M. M{\'e}zard and F. Ricci-Tersenghi and R. Zecchina",
	TITLE = "Alternative solutions to diluted p-spin models and {XORSAT} problems",
	JOURNAL = "Jour. of Statistical Physics",
	YEAR = "2002",
	VOLUME = "111",
	PAGES = "105"
}

@Article{ AchPer04,
	AUTHOR = "D. Achlioptas and Y. Peres",
	TITLE = "The threshold for random $k$-{SAT} is $2k \log 2 - O(k)$",
	JOURNAL = "Journal of the AMS",
	YEAR = "2004",
	VOLUME = "17",
	PAGES = "947--973"
}

@Article{ MZ02,
	AUTHOR = "M. M{\'e}zard and R. Zecchina",
	TITLE = "Random K-satisfiability: from an analytic solution to an efficient algorithm",
	JOURNAL = "Phys. Rev. E",
	YEAR = "2002",
	VOLUME = "66"
}

@Article{ MPZ02,
	AUTHOR = "M. M{\'e}zard and G. Parisi and R. Zecchina",
	TITLE = "Analytic and Algorithmic Solution of Random Satisfiability Problems",
	JOURNAL = "Science",
	YEAR = "2002",
	VOLUME = "297, 812"
}

@Book{ Motwani95,
	AUTHOR = "R. Motwani and P. Raghavan",
	TITLE = "Randomized Algorithms",
	PUBLISHER = "Cambridge University Press",
	YEAR = 1995,
	ADDRESS = "Cambridge, UK"
}

@Article{ Bickelbic00,
	AUTHOR = "P. J. Bickel and Y. Ritov",
	TITLE = "Non- and semiparametric statistics: compared and contrasted",
	JOURNAL = " J. Stat. Plan. Infer.",
	VOLUME = "91",
	YEAR = 2000,
	PAGES = "209--228"
}

@Book{ Bickel01,
	author = "P. J. Bickel and K. A. Doksum",
	title = "Mathematical statistics: basic ideas and selected topics",
	publisher = "Prentice Hall",
	year = 2001,
	address = "Upper Saddle River, N.J."
}

@Book{ Gupta87,
	editor = "S. S. Gupta",
	title = "Differential geometry in statistical inference",
	publisher = "Institute of Mathematical Statistics",
	year = 1987,
	volume = 10,
	series = "Lecture notes -- Monograph series",
	address = "Hayward, CA"
}

@Article{ Amari92,
	author = "K. Kurata {S. Amari} and H. Nagaoka",
	title = "Information geometry of Boltzmann machines",
	journal = "IEEE Trans. on Neural Networks",
	year = 1992,
	volume = 3,
	number = 2,
	pages = "260--271"
}

@Book{ Barndorff78,
	author = "O. E. Barndorff-Nielson",
	title = "Information and exponential families",
	publisher = "Wiley",
	year = 1978,
	address = "Chichester"
}

%% Feb 23, 1999; MJW
%% Articles/books related to alpha-stable distributions and their
%% applications
%% ``Note'' section of entry  gives filing number of paper in section STABLE PROCESSES
%% of M.J. Wainwright's paper collection
%% Please report any errors to mjwain_at_mit.edu
%% -----------------------------------------------------------------------------

%% -----------------------------------------------------------------------------

% --------------------------- RELEVANT/USEFUL BOOKS --------------------------------------

% Solid book on 1D distributions: expansions, moments, integral representations, structure

@Book{ Zolotarev86,
	AUTHOR = "V. Zolotarev",
	TITLE = "One-Dimensional Stable Distributions",
	PUBLISHER = "American Mathematical Society",
	ADDRESS = "Providence, RI",
	YEAR = "1986"
}

@Book{ Vapnik95,
	AUTHOR = "V. Vapnik",
	TITLE = "The Nature of Statistical Learning Theory",
	PUBLISHER = "Springer-Verlag",
	SERIES = "Statistics for Engineering and Information Science",
	ADDRESS = "New York, NY",
	YEAR = "1995"
}

@Book{ Massart03,
	AUTHOR = "P. Massart",
	TITLE = "Concentration {I}nequalties and {M}odel {S}election",
	PUBLISHER = "Springer",
	SERIES = "Ecole d'Et{\'e} de Probabilit{\'e}s, Saint-Flour",
	ADDRESS = "New York",
	YEAR = "2003"
}

@Article{ KZ:PAMI04,
	author = "V. Kolmogorov and R. Zabih",
	title = "What energy functions can be minimized via graph cuts?",
	journal = "IEEE Trans. PAMI",
	year = 2004,
	month = "February"
}

@Book{ deBruijn81,
	AUTHOR = "N. G. {de Bruijn}",
	TITLE = "Asymptotic methods in analysis",
	PUBLISHER = "Dover",
	ADDRESS = "New York, NY",
	YEAR = "1981"
}

% Classic Gnedenko/Kolmogorov book on limit distributions

@Book{ Gnedenko68,
	AUTHOR = "B. V. Gnedenko and A. N. Kolmogorov",
	TITLE = "Limit distributions for sums of independent random variables",
	PUBLISHER = "Addison-Wellesley",
	ADDRESS = "Reading, MA",
	YEAR = "1968"
}

@Article{ Massart00,
	author = "P. Massart",
	title = "Some applications of concentration inequalities to statistics",
	journal = "Annales de la Facult{\'e} des Sciences de Toulouse",
	volume = "IX",
	pages = "245--303",
	year = "2000"
}

@Article{ Birge83,
	AUTHOR = "L. Birg{\'e}",
	TITLE = "Approximation dans les espaces metriques et theorie de l'estimation",
	JOURNAL = "Z. Wahrsch. verw. Gebiete",
	VOLUME = "65",
	PAGES = "181--327",
	YEAR = "1983"
}

@Article{ LauMas98,
	AUTHOR = "B. Laurent and P. Massart",
	TITLE = "Adaptive estimation of a quadratic functional by model selection",
	JOURNAL = "Annals of Statistics",
	VOLUME = "28",
	NUMBER = 5,
	PAGES = "1303--1338",
	YEAR = "1998"
}

@Article{ Hasminskii78,
	AUTHOR = "R. Z. Has'minskii",
	TITLE = "A lower bound on the risks of nonparametric estimates of densities in the uniform metric",
	JOURNAL = "Theory Prob. Appl.",
	VOLUME = "23",
	PAGES = "794--798",
	YEAR = "1978"
}

@Book{ vanderVaart96,
	AUTHOR = "A. W. {van der Vaart} and J. Wellner",
	TITLE = "Weak Convergence and Empirical Processes",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1996"
}

% Slim but dense volume on characteristic functions

@Book{ Lukacs70,
	AUTHOR = "Eugene Lukacs",
	TITLE = "Characteristic functions",
	PUBLISHER = "Griffin",
	ADDRESS = "London",
	YEAR = "1970"
}

% Samorodnitsky \& Taqqu tome on stable variables (in Alan's library)

@Book{ Taqqu94,
	AUTHOR = "G. Samorodnitsky and M. Taqqu",
	TITLE = "Stable non-Gaussian random processes: stochastic models with infinite variance",
	PUBLISHER = "Champan and Hall",
	ADDRESS = "New York, NY",
	YEAR = "1994"
}

% More applied treatment of characteristic functions; compare to Lukacs70

@Book{ Lukacs64a,
	AUTHOR = "Eugene Lukacs and R. G. Laha",
	TITLE = "Applications of characteristic functions",
	PUBLISHER = "Griffins",
	ADDRESS = "Lodon",
	YEAR = "1964"
}

@InCollection{ Ball97,
	AUTHOR = "K. Ball",
	TITLE = "An elementary introduction to modern convex geometry",
	BOOKTITLE = "Flavors of Geometry",
	PUBLISHER = "MSRI",
	SERIES = "MSRI publications",
	YEAR = "1997",
	NUMBER = 31,
	PAGES = "1--55"
}

@InCollection{ DavSza01,
	AUTHOR = "K. R. Davidson and S. J. Szarek",
	TITLE = "Local operator theory, random matrices, and {B}anach spaces",
	BOOKTITLE = "Handbook of Banach Spaces",
	VOLUME = 1,
	PUBLISHER = "Elsevier",
	YEAR = "2001",
	PAGES = "317--336",
	ADDRESS = "Amsterdan, NL"
}

@InCollection{ Yu97,
	AUTHOR = "B. Yu",
	TITLE = "Assouad, {F}ano and {L}e {C}am",
	BOOKTITLE = "Festschrift for {L}ucien {L}e {C}am",
	EDITORS = "D. Pollard and E. Torgersen and G. L. Yang",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "Berlin",
	YEAR = "1997",
	PAGES = "423--435"
}

@InCollection{ Birge01,
	AUTHOR = "L. Birg{\'e}",
	TITLE = "An alternative point of view on {L}epski's method",
	BOOKTITLE = "State of the {A}rt in {P}robability and {S}tatistics",
	PUBLISHER = "Institute of Mathematical Statistics",
	SERIES = "IMS Lecture Notes",
	YEAR = "2001",
	NUMBER = 37,
	PAGES = "113--133"
}

@InCollection{ Johnstone01,
	AUTHOR = "I. M. Johnstone",
	EDITOR = "M. {de Gunst} and C. Klaassen and A. {van der Vaart}",
	TITLE = "Chi-square oracle inequalities",
	BOOKTITLE = "State of the {A}rt in Probability and Statistics",
	SERIES = "IMS Lecture Notes",
	YEAR = "2001",
	PUBLISHER = "Institute of Mathematical Statistics",
	NUMBER = 37,
	PAGES = "399--418"
}

@InCollection{ Rosinski91,
	AUTHOR = "J. Rosinski",
	EDITOR = "S. Cambanis and G. Samorodnitsky and Murad Taqqu",
	TITLE = "On a class of infinitely divisible processes represented as mixtures of {G}aussian processes",
	BOOKTITLE = "Stable processes and related topics",
	PUBLISHER = "Birkhauser",
	ADDRESS = "Boston",
	YEAR = "1991",
	PAGES = "27--41"
}

% Trellis and turbo-based approaches to Wyner-Ziv

@InProceedings{ Chou03,
	TITLE = "Turbo and trellis-based constructions for source coding with side information",
	AUTHOR = "J. Chou and S. S. Pradhan and K. Ramchandran",
	BOOKTITLE = "Proceedings of the Data Compression Conference (DCC)",
	YEAR = "2003"
}

% Trellis and turbo-based approaches to Wyner-Ziv

@InProceedings{ Wang01,
	TITLE = "Design of trellis codes for source coding with side-information",
	AUTHOR = "X. Wang and M. T. Orchard",
	BOOKTITLE = "Proceedings of the Data Compression Conference (DCC)",
	YEAR = "2001",
	PAGES = "361--370"
}

% Very early article on syndrome source-coding

@Article{ Ancheta76,
	TITLE = "Syndrome source-coding and its universal generalization",
	AUTHOR = "T. Ancheta",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1976",
	VOLUME = "22",
	MONTH = "July",
	PAGES = "432--436 "
}

% Adds entropy-constraint to TCQ

@Article{ Marcellin94,
	TITLE = "On entropy-constrained trellis coded quantization",
	AUTHOR = "M. W. Marcellin",
	JOURNAL = "IEEE Trans. Communications",
	YEAR = "1994",
	VOLUME = "42",
	NUMBER = 1,
	PAGES = "14--16 "
}

% Trellis-based coset constructions for Wyner-Ziv

@Article{ Pradhan03,
	TITLE = "Distributed source coding using syndromes ({DISCUS}): Design and construction",
	AUTHOR = "S. S. Pradhan and K. Ramchandran",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2003",
	VOLUME = "49",
	NUMBER = 3,
	PAGES = "626--643"
}

% Survey article on distributed video coding

@Article{ Girod05,
	TITLE = "Distributed video coding",
	AUTHOR = "B. Girod and A. M. Aaron and S. Rane and D. Rebollo-Monedero",
	JOURNAL = "Proceedings of the IEEE",
	YEAR = "2005",
	VOLUME = "93",
	NUMBER = 1,
	PAGES = "71--83"
}

% Duality betwen Wyner-Ziv and dirty paper

@Article{ Barron03,
	TITLE = "The duality between information embedding and source coding with side information and some applications",
	AUTHOR = "R. J. Barron and B. Chen and G. W. Wornell",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2003",
	VOLUME = "49",
	NUMBER = "5",
	PAGES = "1159--1180"
}

@InProceedings{ Copper03,
	AUTHOR = "D. Coppersmith and D. Gamarnik and M. Hajiaghayi and G. Sorkin",
	TITLE = "Random MAX 2-SAT and MAX CUT",
	BOOKTITLE = "14th Annual Symposium on Discrete Algorithms (SODA)",
	ADDRESS = "Baltimore, MD",
	YEAR = "2003",
	NOTE = "Full journal version in Random Structures and Algorithms"
}

@Article{ OppWin01a,
	TITLE = "Tractable approximations for probabilistic models: The adaptive Thouless-Anderson-Palmer approach",
	AUTHOR = "M. Opper and O. Winther",
	JOURNAL = "Physical Review Letters",
	YEAR = "2001",
	VOLUME = "64",
	PAGES = "3695"
}

% Early ADATAP paper

@Article{ OppWin00,
	TITLE = "Gaussian processes for classification: Mean field algorithms",
	AUTHOR = "M. Opper and O. Winther",
	JOURNAL = "Neural {C}omputation",
	YEAR = "2000",
	VOLUME = "12",
	NUMBER = 11,
	PAGES = "2177--2204"
}

@Article{ OppWin05,
	TITLE = "Expectation-consistent approximate inference",
	AUTHOR = "M. Opper and O. Winther",
	JOURNAL = "Journal of Machine Learning Research",
	YEAR = "2005",
	VOLUME = "6",
	PAGES = "2177--2204"
}

% Gelfand-Pinsker 

@Article{ Gelfand80,
	TITLE = "Coding for channel with random parameters",
	AUTHOR = "S. I. Gelfand and M. S. Pinsker",
	JOURNAL = "Probl. Pered. Inform. (Probl. Inf. Tranmission)",
	YEAR = "1983",
	VOLUME = "9",
	NUMBER = 1,
	PAGES = "19--31"
}

% Costa dirty paper problem

@Article{ Costa83,
	TITLE = "Writing on dirty paper",
	AUTHOR = "M. H. M. Costa",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1983",
	VOLUME = "29",
	PAGES = "439--441"
}

% Shows that trellis-codes can saturate the rate-distortion bound

@Article{ Viterbi74,
	AUTHOR = "A. J. Viterbi and J. K. Omura",
	TITLE = "Trellis encoding of memoryless discrete-time sources with a fidelity criterion",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1974",
	VOLUME = "{IT}-20",
	NUMBER = 3,
	PAGES = "325--332"
}

% Original article on TCQ

@Article{ Marcellin90,
	TITLE = "Trellis coded quantization of memoryless and {G}auss-{M}arkov sources",
	AUTHOR = "M. W. Marcellin and T. R. Fischer",
	JOURNAL = "IEEE Trans. Communications",
	YEAR = "1990",
	VOLUME = "38",
	NUMBER = 1,
	PAGES = "82--93"
}

% Extension to TCVG

@Article{ Fischer91,
	TITLE = "Trellis-coded vector quantization",
	AUTHOR = "T. R. Fischer and M. W. Marcellin and M. Wang",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "1991",
	VOLUME = "37",
	NUMBER = 6,
	PAGES = "1551--1566"
}

% Shows that LDPC with log(n) degree can achieve Ber(.5) rate-dist.

@Article{ MatYam03,
	AUTHOR = "Y. Matsunaga and H. Yamamoto",
	TITLE = "A coding theorem for lossy data compression by {LDPC} codes",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2003",
	VOLUME = "49",
	PAGES = "2225--2229"
}

% Fundamental article about sum-of-circuits property in matroids

@Article{ Seymour81,
	AUTHOR = "P. D. Seymour",
	TITLE = "Matroids and multi-commodity flows",
	JOURNAL = "European J. Combin.",
	YEAR = "1981",
	VOLUME = "2",
	PAGES = "257--290"
}

% Uses k-sum decomposition of matroids to provide a direct proof of forbidden
% minor characterization

@Article{ Groetschel89a,
	AUTHOR = "M. Groetschel and K. Truemper",
	TITLE = "Decomposition and optimization over cycles in binary matroids",
	JOURNAL = "J. Combin. Theory, Series B",
	YEAR = "1989",
	VOLUME = "B 46",
	PAGES = "306--337"
}

% Early paper providing characterizing of cycle polytope

@Article{ Barahona86,
	AUTHOR = "F. Barahona and M. Groetschel",
	TITLE = "On the cycle polytope of a binary matroid",
	JOURNAL = "J. Combin. Theory, Series B",
	YEAR = "1986",
	VOLUME = "B 40",
	PAGES = "40--62"
}

% Non-technical overview of stable distributions; good reference paper

@Article{ Shao93,
	AUTHOR = "M. Shao and C. Nikias",
	TITLE = "Signal Processing with Fractional Lower Order Moments: Stable Processes and their Applications",
	JOURNAL = procieee,
	YEAR = "1993",
	VOLUME = "81",
	MONTH = "July",
	PAGES = "986--1010"
}

% Results on multivariate distributions; emphasis on bivariate symmetric

@Article{ deSilva78,
	AUTHOR = "Basil {de Silva}",
	TITLE = "A Class of Multivariate Symmetric Stable Distributions",
	JOURNAL = jmultvar,
	YEAR = "1978",
	VOLUME = "8",
	PAGES = "335--345"
}

% Very high-level survey article

@Article{ Loeliger04,
	AUTHOR = "H. A. Loeliger",
	TITLE = "An introduction to factor graphs",
	JOURNAL = "IEEE Signal Processing Magazine",
	YEAR = "2004",
	VOLUME = "21",
	PAGES = "28--41"
}

@Article{ Sudderth04,
	AUTHOR = "E. Sudderth and M. J. Wainwright and A. S. Willsky",
	TITLE = "Embedded trees: Estimation of {G}aussian processes on graphs with cycles",
	JOURNAL = "IEEE Trans. Signal Processing",
	YEAR = "2004",
	VOLUME = "52",
	NUMBER = 11,
	PAGES = "3136--3150"
}

% Extension of linear prediction to alpha-stable, alpha in (1,2)

@Article{ Cambanis81,
	AUTHOR = "Stamatis Cambanis and Grady Miller",
	TITLE = "Linear problems in $p^{th}$ order and stable processes",
	JOURNAL = siamjam,
	YEAR = "1981",
	VOLUME = "41",
	MONTH = "August",
	PAGES = "43--69",
	NOTE = "81-01"
}

@Article{ Schilder70,
	AUTHOR = "Michael Schilder",
	TITLE = "Some structure theorems for the symmetric stable laws",
	JOURNAL = "Annals of Mathematical Statistics",
	YEAR = "1970",
	VOLUME = "41",
	PAGES = "412--421",
	NOTE = "70-01"
}

% Necessary/sufficient conditions for independence of symmetric jointly stable vars.
% Also when is regression linear?

@Article{ Miller78,
	AUTHOR = "Grady Miller",
	TITLE = "Properties of certain symmetric stable distributions",
	JOURNAL = "Jour. of Multivariate Analysis",
	YEAR = "1978",
	VOLUME = "8",
	PAGES = "346--360",
	NOTE = "78-02"
}

% Properties of multivariate stable: CAUTION: Apparently has errors
% See Paulauskas76 below

@Article{ Press72,
	AUTHOR = "S. J. Press",
	TITLE = "Multivariate stable distributions",
	JOURNAL = jmultvar,
	YEAR = "1972",
	VOLUME = "2",
	PAGES = "444--462",
	NOTE = "72-01"
}

@Article{ Paulaskas76,
	AUTHOR = "V. J. Paulaskas",
	TITLE = "Some remarks on multivariate stable distributions",
	JOURNAL = jmultvar,
	YEAR = "1976",
	VOLUME = "6",
	PAGES = "356--368",
	NOTE = "76-01"
}

% Application of fractional Levy motion (fLm) to infrared signals

@Article{ Kogon96,
	AUTHOR = "Stephen M Kogon and Dimitris G Manolakis",
	TITLE = "Signal modeling with self-similar $alpha$-stable processes: The fractional Levy stable motion model",
	JOURNAL = sp,
	YEAR = 1996,
	VOLUME = "44",
	MONTH = "April",
	PAGES = "1006--1010",
	NOTE = "96-01"
}

% Method involving non-linear transform of uniformly distributed variables --> stable variable

@Article{ Chambers76,
	AUTHOR = "J. M. Chambers and C. L. Mallows and B. W. Stuck",
	TITLE = "A method for simulating stable random variables",
	JOURNAL = jamms,
	YEAR = "1976",
	VOLUME = "71",
	MONTH = "June",
	PAGES = "340--344",
	NOTE = "76-02"
}

% Classic article showing that certain monomials of normal
% variables are stable of index 2^{-k}

@Article{ Brown46,
	AUTHOR = "G.W. Brown and J.W. Tukey",
	TITLE = "Some distributions of sample means",
	JOURNAL = "Annals of Mathematical Statistics",
	YEAR = "1946",
	VOLUME = "17",
	MONTH = "March",
	PAGES = "1--12"
}

% Relatively early paper on scale mixtures of Gaussians
% Establishes nec. \& suff. conditions for scale mixed
% representation in terms of derivatives of the density

@Article{ Andrews74,
	AUTHOR = "D.F. Andrews and C.L. Mallows",
	TITLE = "Scale mixtures of normal distributions",
	JOURNAL = "Journal of the Royal Statistical Society",
	YEAR = "1974",
	VOLUME = "36",
	PAGES = "99--102"
}

%---------------  PARAMETER ESTIMATION --------------------------------------------------------

% Uses weighted least squares on modulus of characteristic function

@Article{ Paulson75,
	AUTHOR = "A. S. Paulson and E. W. Holcomb and R. A. Leitch",
	TITLE = "The estimation of the parameters of the stable laws",
	JOURNAL = "Biometrika",
	YEAR = "1975",
	VOLUME = "62",
	PAGES = "163--170",
	NOTE = "75-01"
}

% Fractile method for parameter estimation; seems of limited usefulness

@Article{ Fama71,
	AUTHOR = "Eugene Fama and Richard Roll",
	TITLE = "Parameter estimates for symmetric stable distributions",
	JOURNAL = jamms,
	YEAR = "1971",
	VOLUME = "66",
	MONTH = "June",
	PAGES = "331--338",
	NOTE = "71-01"
}

% Parameter estimation by regression on log of second char. function

@Article{ Koutrouvelis80,
	AUTHOR = "Ioannis Koutrouvelis",
	TITLE = "Regression-type estimation of the parameters of stable laws",
	JOURNAL = jamms,
	YEAR = "1980",
	VOLUME = "75",
	MONTH = "December",
	PAGES = "918--928",
	NOTE = "80-01"
}

% Newton's method with numerical evaluation of density functions

@Article{ Nikias99,
	AUTHOR = "J.S. Bodenschatz and C.L. Nikias",
	TITLE = "Maximum likelihood symmetric $\alpha$-stable parameter estimation",
	JOURNAL = sp,
	YEAR = 1999,
	VOLUME = "47",
	MONTH = "May",
	PAGES = "1382--1384"
}

%---------------------- FILTERING -------------------------------------

% Proposes median orthogonality M(u_1 u_2) for stable process filtering

@Article{ Bodenschatz97a,
	AUTHOR = "John Bodenschatz and Chrysostomos Nikias",
	TITLE = "Symmetric alpha-stable filter theory",
	JOURNAL = sp,
	YEAR = "1997",
	VOLUME = "45",
	MONTH = "September",
	PAGES = "2301--2306",
	NOTE = "97-01"
}

% Implementation related to median orthogonality (see Bodenschatz97a above)

@Article{ Bodenschatz97b,
	AUTHOR = "John Bodenschatz and Chrysostomos Nikias",
	TITLE = "Recursive local orthogonality filtering",
	JOURNAL = sp,
	YEAR = "1997",
	VOLUME = "45",
	MONTH = "September",
	PAGES = "2293--2300",
	NOTE = "97-02"
}

% Book with reference to nested dissection

@Book{ George81,
	EDITOR = "A. George and J. W-H. Liu",
	TITLE = "Computer Solution of Large Sparse Positive Definite Systems",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Englewood Cliffs, New Jersey",
	YEAR = "1981"
}

@Book{ Weinert82,
	EDITOR = "Howard L. Weinert (ed.)",
	TITLE = "Reproducing Kernel Hilbert Spaces : Applications in Statistical Signal Processing",
	PUBLISHER = "Hutchinson Ross Publishing Co.",
	ADDRESS = "Stroudsburg, PA",
	YEAR = "1982"
}

@Book{ Berg84,
	EDITOR = "C. Berg and J. P. R. Christensen and P. Ressel",
	TITLE = "Harmonic Analysis on Semigroups",
	PUBLISHER = "Springer-Verglag",
	ADDRESS = "New York",
	YEAR = 1984
}

@Book{ Gilks96,
	EDITOR = "S. Richardson {W. Gilks} and D. Spiegelhalter",
	TITLE = "Markov {C}hain {M}onte {C}arlo in Practice",
	PUBLISHER = "Chapman and Hall",
	ADDRESS = "New York, NY",
	YEAR = 1996
}

% Edited collection of papers on advanced mean field etc.

@Book{ Opper01,
	EDITOR = "M. Opper and D. Saad",
	TITLE = "Advanced Mean Field Methods: Theory and Practice",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = 2001
}

@Book{ Winkler95,
	AUTHOR = "G. Winkler",
	TITLE = "Image analysis, random fields, and dynamic {M}onte {C}arlo methods",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = 1995
}

@Book{ Karlin,
	AUTHOR = "S. Karlin and W. Studden",
	TITLE = "Tchebycheff systems, with applications in analysis and statistics",
	PUBLISHER = "Interscience Publishers",
	ADDRESS = "New York, NY",
	YEAR = 1966
}

@Book{ Akhiezer,
	AUTHOR = "N. I. Akhiezer",
	TITLE = "The classical moment problem and some related questions in analysis",
	PUBLISHER = "Hafner Publishing Co.",
	ADDRESS = "New York, NY",
	YEAR = "1966"
}

@Book{ Liu,
	AUTHOR = "J. S. Liu",
	TITLE = "Monte {C}arlo strategies in {S}cientific {C}omputing",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "2001"
}

@Book{ Borwein,
	AUTHOR = "J. Borwein and A. Lewis",
	TITLE = "Convex Analysis",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1999"
}

@Book{ Robert,
	AUTHOR = "C. P. Robert and G. Casella",
	TITLE = "Monte {C}arlo statistical methods",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1999"
}

%%SERIES = ``Springer texts in statistics''

% Boyd and Vandenberghe 

@Book{ Boyd02,
	AUTHOR = "S. Boyd and L. Vandenberghe",
	TITLE = "Convex {O}ptimization",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge, UK",
	YEAR = "2004"
}

% Standard reference on generalized linear models

@Book{ McCullagh,
	AUTHOR = "P. McCullagh and J.A. Nelder",
	TITLE = "Generalized linear models",
	PUBLISHER = "Chapman and Hall/CRC",
	ADDRESS = "New York",
	YEAR = "1989",
	SERIES = "Monographs on statistics and applied probability 37"
}

% Older book on nonserial DP

@Book{ Bertele72,
	AUTHOR = "U. Bertele and F. Brioschi",
	TITLE = "Nonserial dynamic programming",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1972"
}

@Book{ Brown86,
	AUTHOR = "L.D. Brown",
	TITLE = "Fundamentals of statistical exponential families",
	PUBLISHER = "Institute of Mathematical Statistics",
	ADDRESS = "Hayward, CA",
	YEAR = "1986"
}

@Book{ Gupta87,
	editor = "S. S. Gupta",
	title = "Differential geometry in statistical inference",
	publisher = "Institute of Mathematical Statistics",
	year = 1987,
	volume = 10,
	series = "Lecture notes -- Monograph series",
	address = "Hayward, CA"
}

% Excellent and standard reference on matroid theory

@Book{ Welsh76,
	author = "D. J. A. Welsh",
	title = "Matroid theory",
	publisher = "Academic Press",
	year = 1976,
	address = "New York"
}

% Top-notch book reference on combinatorial optimization

@Book{ Nemhauser,
	author = "G. L. Nemhauser and L. A. Wolsey",
	title = "Integer and combinatorial optimization",
	publisher = "Wiley-Interscience",
	year = 1999,
	address = "New York"
}

% Cut polytope

@Book{ Deza97,
	author = "M. Deza and M. Laurent",
	title = "Geometry of Cuts and Metric Embeddings",
	publisher = "Springer-Verlag",
	year = 1997,
	address = "New York"
}

% Linear programming

@Book{ Bertsimas,
	author = "D. Bertsimas and J. Tsitsikilis",
	title = "Introduction to linear optimization",
	publisher = "Athena Scientific",
	year = 1997,
	address = "Belmont, MA"
}

% Classic text on dynamic programming

@Book{ Bellman,
	author = "R. Bellman and S. Drefus",
	title = "Applied dynamic programming",
	publisher = "Princeton University Press",
	year = 1962,
	address = "Princeton, NJ"
}

@Book{ Jaynes82book,
	author = "E. T. Jaynes",
	title = "Papers on probability, statistics, and statistical physics",
	publisher = "Reidel",
	year = 1982,
	address = "Dordrecht"
}

@Book{ Hardy54,
	author = "G. Hardy and E. Littlewood and G. Polya",
	title = "Inequalities",
	publisher = "Cambridge University Press",
	year = 1954,
	address = "Cambridge"
}

@Book{ vanLint,
	author = "J. H. {van Lint} and R. M. Wilson",
	title = "A course in combinatorics",
	publisher = "Cambridge University Press",
	year = 1992,
	address = "Cambridge"
}

@Book{ Lauritzen,
	author = "S. L. Lauritzen",
	title = "Graphical Models",
	publisher = "Oxford University Press",
	address = "Oxford",
	year = 1996
}

@Book{ Oxley,
	author = "J. G. Oxley",
	title = "Matroid Theory",
	publisher = "Oxford University Press",
	address = "Oxford",
	year = 1992
}

% Excellent book on sensitivity analysis in NLP

@Book{ Fiacco,
	author = "A. V. Fiacco",
	title = "Introduction to sensitivity and stability analysis in nonlinear programming",
	publisher = "Academic Press",
	series = "Mathematics in {S}cience and {E}ngineering",
	VOLUME = 165,
	address = "New York",
	year = 1983
}

@Book{ vanderVaart,
	AUTHOR = "A. W. {van der Vaart}",
	TITLE = "Asymptotic statistics",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge, UK",
	YEAR = "1998"
}

@Book{ Stanley1,
	AUTHOR = "R. P. Stanley",
	TITLE = "Enumerative combinatorics",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge, UK",
	YEAR = "1997",
	VOLUME = 1
}

% More esoteric second volume

@Book{ Stanley2,
	AUTHOR = "R. P. Stanley",
	TITLE = "Enumerative combinatorics",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge, UK",
	YEAR = "1997",
	VOLUME = 2
}

@Book{ SchrijverMon,
	AUTHOR = "A. Schrijver",
	TITLE = "Combinatorial Optimization: Polyhedra and Efficiency",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "2003"
}

@Book{ SchrijverMonA,
	AUTHOR = "A. Schrijver",
	TITLE = "Combinatorial Optimization: Polyhedra and Efficiency",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "2003",
	VOLUME = "A"
}

@Book{ Schrijver,
	AUTHOR = "A. Schrijver",
	TITLE = "Theory of linear and integer programming",
	PUBLISHER = "Wiley-Interscience Series in Discrete Mathematics",
	ADDRESS = "Wiley, NY",
	YEAR = "1989"
}

@Book{ Box,
	AUTHOR = "G. P. Box and G. C. Tiao",
	TITLE = "Bayesian inference in statistical analysis",
	PUBLISHER = "Addison-Wesley",
	ADDRESS = "Reading, MA",
	YEAR = "1973"
}

@Book{ Anderson,
	AUTHOR = "B. D. O. Anderson and B. Moore",
	TITLE = "Optimal filtering",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Englewood Cliffs, NJ",
	YEAR = "1979"
}

@Book{ Gallager,
	AUTHOR = "R. G. Gallager",
	TITLE = "Information theory and reliable communication",
	PUBLISHER = "Wiley",
	ADDRESS = "New York, NY",
	YEAR = "1968"
}

@Book{ Grotschel,
	AUTHOR = "M. Gr{\"o}tschel and L. Lov{\'a}sz and A. Schrijver",
	TITLE = "Geometric algorithms and combinatorial optimization",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "Berlin, Germany",
	YEAR = "1993"
}

@Book{ Gallager63,
	AUTHOR = "R. G. Gallager",
	TITLE = "Low-density parity check codes",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = "1963"
}

@Book{ vanLint_code,
	AUTHOR = "J. H. {van {L}int}",
	TITLE = "Introduction to coding theory",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1999"
}

@Book{ Jordan_new,
	AUTHOR = "M. Jordan",
	TITLE = "Introduction to graphical models",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = "Forthcoming"
}

@Book{ Dembo,
	AUTHOR = "A. Dembo and O. Zeitouni",
	TITLE = "Large deviation techniques and applications",
	PUBLISHER = "Springer",
	SERIES = "Applications of mathematics",
	VOLUME = 38,
	ADDRESS = "New York",
	YEAR = "1988"
}

@Book{ Ortega,
	AUTHOR = "J. M. Ortega and W. C. Rheinboldt",
	TITLE = "Iterative solution of nonlinear equations in several variables",
	PUBLISHER = "SIAM",
	SERIES = "Classics in applied mathematics",
	ADDRESS = "New York",
	YEAR = "2000"
}

@Book{ Shwartz,
	AUTHOR = "A. Shwartz and A. Weiss",
	TITLE = "Large deviations for performance analysis: queues, communications and computing",
	PUBLISHER = "Chapman and Hall",
	ADDRESS = "New York",
	YEAR = "1995"
}

% Out of print --- very limited availability

@Book{ Berge2,
	AUTHOR = "C. Berge",
	TITLE = "Graphs and Hypergraphs",
	PUBLISHER = "North-Holland Publishing Company",
	ADDRESS = "Amsterdam",
	YEAR = "1976"
}

@Book{ Berge_hyper,
	AUTHOR = "C. Berge",
	TITLE = "Hypergraphs",
	PUBLISHER = "North-Holland Publishing Company",
	ADDRESS = "Amsterdam",
	YEAR = "1989"
}

@Book{ Berge,
	AUTHOR = "C. Berge",
	TITLE = "The theory of graphs and its applications",
	PUBLISHER = "Wiley",
	ADDRESS = "New York, NY",
	YEAR = "1964"
}

@Book{ Karlin_game,
	AUTHOR = "S. Karlin",
	TITLE = "Mathematical Methods and Theory in Games, Programming, and Economics",
	PUBLISHER = "Dover Books",
	ADDRESS = "New York",
	YEAR = "1987"
}

@Book{ Wahba,
	AUTHOR = "G. Wahba",
	TITLE = "Spline models for observational data",
	PUBLISHER = "SIAM",
	SERIES = "CBMS-NSF Regional Conference Series in Applied Mathematics",
	ADDRESS = "Philadelphia, PN",
	YEAR = "1990"
}

@Book{ Berger,
	AUTHOR = "J. O. Berger",
	TITLE = "Statistical decision theory and Bayesian analysis",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1985"
}

% Classic text on large sample theory/asymptotics
% Elementary presentation

@Book{ Lehmann_large,
	AUTHOR = "E. L. Lehmann",
	TITLE = "Elements of large-sample theory",
	PUBLISHER = "Springer Texts in Statistics",
	ADDRESS = "New York, NY",
	YEAR = "1998"
}

@Book{ Lehmann_hyp,
	AUTHOR = "E. L. Lehmann",
	TITLE = "Testing Statistical Hypotheses",
	PUBLISHER = "Springer Texts in Statistics",
	ADDRESS = "New York, NY",
	YEAR = "1986"
}

@Book{ Bertsekas_dyn1,
	AUTHOR = "D.P. Bertsekas",
	TITLE = "Dynamic programming and stochastic control",
	VOLUME = 1,
	PUBLISHER = "Athena Scientific",
	ADDRESS = "Belmont, MA",
	YEAR = "1995"
}

@Book{ Bertsekas_dyn2,
	AUTHOR = "D.P. Bertsekas",
	TITLE = "Dynamic programming and stochastic control",
	VOLUME = 2,
	PUBLISHER = "Athena Scientific",
	ADDRESS = "Belmont, MA",
	YEAR = "1995"
}

@Book{ Biggs,
	AUTHOR = "N. Biggs",
	TITLE = "Algebraic graph theory",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1993"
}

@Book{ Gibbs,
	AUTHOR = "W. Gibbs",
	TITLE = "Elementary principles of statistical mechanics",
	PUBLISHER = "Yale University Press",
	ADDRESS = "New Haven",
	YEAR = "1902"
}

@Book{ Bollobas,
	AUTHOR = "B. Bollob{\'a}s",
	TITLE = "Graph theory: an introductory course",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1979"
}

@Book{ Bollobas_mod,
	AUTHOR = "B. Bollob{\'a}s",
	TITLE = "Modern graph theory",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1998"
}

@Book{ Bracewell78,
	author = "R. N. Bracewell",
	title = "The Fourier Transform and its Applications",
	publisher = "McGraw-Hill",
	year = 1978
}

@Book{ Bremaud91,
	author = "P. Br{\'e}maud",
	title = "Markov chains, Gibbs fields, Monte Carlo simulation, and queues",
	publisher = "Springer",
	year = 1991
}

% Very readable introduction to the Multigrid method

@Book{ Briggs87,
	AUTHOR = "W. L. Briggs",
	TITLE = "A Multigrid Tutorial",
	PUBLISHER = "{SIAM}",
	ADDRESS = "Philadelphia",
	YEAR = "1987"
}

@Article{ Pfister05,
	author = "H. Pfister and I. Sason and R. Urbanke",
	title = "Capacity-achieving ensembles for the binary erasure channel with bounded complexity",
	journal = "IEEE Trans. on Information Theory",
	year = 2005,
	volume = "51",
	NUMBER = 7,
	pages = "2352--2379"
}

@Article{ Shokrollahi06,
	author = "A. Shokrollahi",
	title = "Raptor codes",
	journal = "IEEE Trans. on Information Theory",
	year = 2006,
	volume = "52",
	NUMBER = 6,
	pages = "2551--2567"
}

@Article{ Etesami06,
	author = "O. Etesami and A. Shokrollahi",
	title = "Raptor codes on binary memoryless symmetric channels",
	journal = "IEEE Trans. on Information Theory",
	year = 2006,
	volume = "52",
	NUMBER = 5,
	pages = "2033--2051"
}

@Article{ Longo90,
	author = "M. Longo and T. Lookabaugh and R. Gray",
	title = "Quantization for Decentralized Hypothesis Testing under Communication Contraints",
	journal = "IEEE Trans. on Information Theory",
	year = 1990,
	volume = "36(2)",
	pages = "241--255"
}

@Article{ Lentmaier05,
	author = "M. Lentmaier and D. V. Truhachev and K. S. Zigangirov and Jr. {D. J. Costello}",
	title = "An Analysis of the Block Error Probability Performance of Iterative Decoding",
	journal = "IEEE Trans. Info. Theory",
	year = 2005,
	volume = "51",
	NUMBER = 11,
	pages = "3834--3855"
}

% Early article on ML probability bounds for LDPC

@Article{ Miller01,
	author = "G. Miller and D. Burshtein",
	title = "Bounds on the maximum-likelihood decoding error probability of low-density parity check codes",
	journal = "IEEE Trans. on Information Theory",
	year = 2001,
	volume = "47",
	NUMBER = 7,
	pages = "2696--2710"
}

@Article{ Natarajan95,
	author = "B. K. Natarajan",
	title = "Sparse approximate solutions to linear systems",
	journal = "SIAM J. Computing",
	year = 1995,
	volume = "24",
	NUMBER = 2,
	pages = "227--234"
}

% Very early article on use of code spectra in error probability bounds

@Article{ Poltyrev94,
	author = "G. Poltyrev",
	title = "Bounds on the decoding error probability of binary linear codes via their spectra",
	journal = "IEEE Trans. on Information Theory",
	year = 1994,
	volume = "40",
	NUMBER = 4,
	pages = "1284--1292"
}

% Analyzes Gallager's hard decision and soft-decision (with clipping!)

@Article{ Burshtein01,
	author = "D. Burshtein and G. Miller",
	title = "Expander graph arguments for message-passing algorithms",
	journal = "IEEE Trans. on Information Theory",
	year = 2001,
	volume = "47",
	NUMBER = 2,
	pages = "782--790"
}

% Analyzes Gallager's hard decision and soft-decision (with clipping!)

@Article{ Burshtein02,
	author = "D. Burshtein and G. Miller",
	title = "Bounds on the performance of belief propagation decoding",
	journal = "IEEE Trans. on Information Theory",
	year = 2002,
	volume = "48",
	NUMBER = 1,
	pages = "112--122"
}

@Article{ Kimeldorf71,
	author = "G. Kimeldorf and G. Wahba",
	title = "Some results on {T}chebycheffian spline functions",
	journal = "Jour. Math. Anal. Appl.",
	year = 1971,
	volume = "33",
	pages = "82--95"
}

@Article{ Poor77,
	author = "H. V. Poor and J. B. Thomas",
	title = "Applications of {A}li-{S}ilvey distance measures in the design of generalized quantizers for binary decision systems",
	journal = "IEEE Trans. on Communications",
	year = 1977,
	volume = "25",
	pages = "893--900"
}

% Useful information on Bregman distances; range of algorithms
% Rather poorly written on the whole; a mixture of obtuse in theoretical
% sections, and otherwise overly applied

@Book{ Censor,
	author = "Y. Censor and S. A. Zenios",
	title = "Parallel Optimization: Theory, Algorithms, and Applications",
	publisher = "Oxford University Press",
	year = 1988,
	series = "Numerical Mathematics and Scientific Computation"
}

@Book{ Chentsov,
	author = "N. N. Chentsov",
	title = "Statistical Decision Rules and Optimal Inference",
	publisher = "American Mathematical Society",
	year = 1982,
	volume = 53,
	series = "Translations of Mathematical Monographs"
}

@InProceedings{ TagSie06,
	AUTHOR = "M. H. Taghavi and P. H. Siegel",
	TITLE = "Adaptive linear programming decoding",
	BOOKTITLE = "IEEE Int. Symposium on Information Theory",
	ADDRESS = "Seattle, WA",
	YEAR = 2006,
	MONTH = "July"
}

@Book{ Rustagi,
	author = "J. S. Rustagi",
	title = "Variational methods in statistics",
	publisher = "Academic Press",
	year = 1976,
	volume = 121,
	series = "Mathematics in {S}cience and {E}ngineering"
}

@Book{ Chung,
	AUTHOR = "F.R.K. Chung",
	TITLE = "Spectral Graph Theory",
	PUBLISHER = "American Mathematical Society",
	ADDRESS = "Providence, RI",
	YEAR = "1991"
}

@Book{ Cover,
	AUTHOR = "T.M. Cover and J.A. Thomas",
	TITLE = "Elements of Information Theory",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1991"
}

@Book{ Cramer,
	AUTHOR = "H. Cramer",
	TITLE = "Mathematical methods of statistics",
	PUBLISHER = "Princeton University Press",
	ADDRESS = "Princeton",
	YEAR = "1946"
}

@Book{ Rabiner,
	TITLE = "Fundamentals of speech recognition",
	AUTHOR = "L. R. Rabiner and B. H. Juang",
	PUBLISHER = "Prentice Hall",
	ADDRESS = "Englewood Cliffs, N.J.",
	YEAR = "1993"
}

@Book{ Demmel97,
	TITLE = "Applied numerical linear algebra",
	AUTHOR = "J.W. Demmel",
	PUBLISHER = "SIAM",
	ADDRESS = "Philadelphia",
	YEAR = "1997"
}

@Book{ Diaconis88,
	AUTHOR = "P. Diaconis",
	TITLE = "Group representations in probability and statistics",
	PUBLISHER = "Institute of Mathematical Statistics",
	ADDRESS = "Hayward, CA",
	YEAR = "1988"
}

@Book{ Doob,
	AUTHOR = "J.L. Doob",
	TITLE = "Stochastic Processes",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1953"
}

@Book{ Dudley,
	AUTHOR = "R. Dudley",
	TITLE = "Real analysis and probability",
	PUBLISHER = "Chapman and Hall",
	ADDRESS = "London",
	YEAR = "1989"
}

@Book{ Feller1,
	AUTHOR = "W. Feller",
	TITLE = "An Introduction to Probability Theory and its Applications: Volume {I}",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1968"
}

@Book{ Feller2,
	AUTHOR = "W. Feller",
	TITLE = "An Introduction to Probability Theory and its Applications: Volume {II}",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1966"
}

@Book{ Galambos,
	AUTHOR = "J. Galambos and I. Simonelli",
	TITLE = "Bonferroni-type inequalities with applications",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1996"
}

@Book{ GalambosExt,
	AUTHOR = "J. Galambos",
	TITLE = "The Asymptotic Theory of Extreme Order Statistics",
	PUBLISHER = "Wiley",
	SERIES = "Wiley Series in Probability and Mathematical Statistics",
	ADDRESS = "New York",
	YEAR = "1978"
}

@Book{ AndersonStat,
	AUTHOR = "T. W. Anderson",
	TITLE = "An Introduction to Multivariate Statistical Analysis",
	PUBLISHER = "Wiley",
	SERIES = "Wiley Series in Probability and Mathematical Statistics",
	ADDRESS = "New York",
	YEAR = "1984"
}

@Book{ Spivak_baby,
	AUTHOR = "M. Spivak",
	TITLE = "Calculus",
	PUBLISHER = "W. A. Benjamin",
	ADDRESS = "New York",
	YEAR = "1967"
}

@Book{ Gelfand,
	AUTHOR = "I. M. Gel'fand and S.V. Fomin",
	TITLE = "Calculus of variations",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Eaglewood Cliffs, New Jersey",
	YEAR = "1963"
}

@Book{ Schwarz,
	AUTHOR = "H. R. Schwarz",
	TITLE = "Finite element methods",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1988"
}

@Book{ Gihman4,
	AUTHOR = "I.I. Gihman and Skorohod. A.V.",
	TITLE = "Stochastic {D}ifferential {E}quations",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1972"
}

@Book{ Jensen,
	author = "F. V. Jensen",
	title = "An introduction to Bayesian networks",
	publisher = "UCL Press",
	year = 1996,
	address = "London"
}

@Book{ Golub96,
	author = "G. Golub and C. Van Loan",
	title = "Matrix Computations",
	publisher = "Johns Hopkins University Press",
	year = 1996,
	address = "Baltimore"
}

@Book{ Hammersley,
	AUTHOR = "J. M. Hammersley and D. C. Handscomb",
	TITLE = "Monte Carlo Methods",
	PUBLISHER = "Barnes and Noble",
	ADDRESS = "New York",
	YEAR = "1964"
}

% First book on basics of matrix analysis

@Book{ Horn85,
	AUTHOR = "R. A. Horn and C. R. Johnson",
	TITLE = "Matrix Analysis",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1985"
}

% Second (later) book on matrix analysis and applications
% More advanced and esoteric topics

@Book{ Horn91,
	AUTHOR = "R. A. Horn and C. R. Johnson",
	TITLE = "Topics in Matrix Analysis",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1991"
}

% Early book

@Book{ Kullback59,
	AUTHOR = "S. Kullback",
	TITLE = "Information theory and statistics",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1959"
}

@Book{ Amari85,
	AUTHOR = "S. Amari",
	TITLE = "Differential-geometrical methods in statistics",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1985"
}

@Book{ Amari00,
	AUTHOR = "S. Amari and H. Nagaoka",
	TITLE = "Methods of information geometry",
	PUBLISHER = "AMS",
	ADDRESS = "Providence, RI",
	YEAR = "2000"
}

% Useful reference on various graph-theoretic algorithms
% (e.g., max weight spanning tree)

@Book{ Jungnickel,
	AUTHOR = "D. Jungnickel",
	TITLE = "Graphs, networks, and algorithms",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1999"
}

%SERIES = ``Algorithms and computation in mathematics'',

@Book{ Cowell,
	author = "R. G. Cowell and A. P. Dawid and S. L. Lauritzen and D. J. Spiegelhalter",
	title = "Probabilistic Networks and Expert Systems",
	publisher = "Springer-Verlag",
	year = 1999,
	series = "Statistics for Engineering and Information Science"
}

@Book{ Shafer,
	author = "G. P. Shafer",
	title = "Probabilistic Expert Systems",
	publisher = "SIAM",
	year = 1996,
	address = "Philadelphia, PA"
}

% Good basic reference on CT stochastic DEs and nonlinear filtering

@Book{ Jazwinski,
	AUTHOR = "A. H. Jazwinski",
	TITLE = "Stochastic processes and filtering theory",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1970"
}

% Reference on convex analysis; a bit over-formalized

@Book{ Ekeland,
	AUTHOR = "I. Ekeland and R. Temam",
	TITLE = "Convex analysis and variational problems",
	PUBLISHER = "Elsevier",
	ADDRESS = "New York",
	YEAR = "1976"
}

% Very helpful

@Book{ Verdu,
	AUTHOR = "S. Verd{\'u}",
	TITLE = "Multiuser detection",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1998"
}

@Book{ Hastie,
	AUTHOR = "T. Hastie and R. Tibshirani and J. Friedman",
	TITLE = "The {E}lements of {S}tatistical {L}earning",
	PUBLISHER = "Springer Series in Statistics",
	ADDRESS = "New York",
	YEAR = "2001"
}

@Book{ Hiriart1,
	AUTHOR = "J. Hiriart-Urruty and C. Lemar{\'e}chal",
	TITLE = "Convex Analysis and Minimization Algorithms",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1993",
	VOLUME = 1
}

@Book{ Hiriart2,
	AUTHOR = "J. Hiriart-Urruty and C. Lemar{\'e}chal",
	TITLE = "Convex Analysis and Minimization Algorithms",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1993",
	VOLUME = 2
}

% Good basic reference on graphical models etc.; edited by Jordan;
% chapters by various

@Book{ Jordan_book1,
	EDITOR = "M. Jordan",
	TITLE = "Learning in graphical models",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = "1999"
}

% Cludge reference cited by John Richards for showing that 
% sig^2*(p-2)/x'*x is unbiased estimator of sig^2/(sig^2 + tau^2)

@Book{ Judge,
	AUTHOR = "G. G. Judge and M. E. Bock",
	TITLE = "The statistical implications of pre-test and {S}tein-rule estimators in econometrics",
	PUBLISHER = "North-Holland",
	ADDRESS = "Amsterdam",
	YEAR = "1978"
}

@Book{ Kendall,
	AUTHOR = "M. G. Kendall and A. Stuart",
	TITLE = "The advanced theory of statistics",
	PUBLISHER = "Hafner Publishing Company",
	ADDRESS = "New York",
	VOLUME = 1,
	YEAR = "1969"
}

% Useful reference for point estimation; including empirical Bayes approaches

@Book{ Lehmann,
	AUTHOR = "E. L. Lehmann and G. Casella",
	TITLE = "Theory of point estimation",
	PUBLISHER = "Springer",
	ADDRESS = "New York, 2nd edition",
	YEAR = "1998"
}

@Book{ Lim90,
	AUTHOR = "J Lim",
	TITLE = "Two-Dimensional Signal and Image Processing",
	PUBLISHER = "Prentice Hall",
	ADDRESS = "Englewood Cliffs, New Jersey",
	YEAR = 1990
}

@Book{ Lipster1,
	AUTHOR = "R.S. Lipster and A.N. Shiryayev",
	TITLE = "Statistics of Random Processes {I}: General Theory",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1977"
}

@Book{ Lipster2,
	AUTHOR = "R.S. Lipster and A.N. Shiryayev",
	TITLE = "Statistics of Random Processes {II}: Applications",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1978"
}

@Book{ Mallat,
	AUTHOR = "S. G. Mallat",
	TITLE = "A wavelet tour of signal processing",
	PUBLISHER = "Academic Press",
	ADDRESS = "New Yorl",
	YEAR = "1998"
}

@Book{ Mckean,
	AUTHOR = "H.P. Jr. Mc{K}ean",
	TITLE = "Stochastic integrals",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1969"
}

% Solid book on Markov chains and their properties

@Book{ Nummelin,
	AUTHOR = "E. Nummelin",
	TITLE = "General irreducible {M}arkov chains and non-negative operators",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1984"
}

@Book{ Papoulis,
	AUTHOR = "A. Papoulis",
	TITLE = "Probability, Random Variables, and Stochastic Processes",
	PUBLISHER = "Mc{G}raw Hill",
	ADDRESS = "New York",
	YEAR = "1965"
}

% Everything you EVER wanted to know about linear Gaussian inference
% algorithms for Markov chains.  Contains inference algorithms only - does
% NOT include parameter estimation, stochastic realization, etc.

@Book{ Kailath00,
	KEYWORD = "Gaussian Markov models, Kalman filters, state space models",
	AUTHOR = "T. Kailath and A. H. Sayed and B. Hassibi",
	TITLE = "Linear Estimation",
	YEAR = 2000,
	PUBLISHER = "Prentice Hall",
	ADDRESS = "New Jersey"
}

% Monograph on graphical models; good intro. to graphical models
% in coding theory

@Book{ Frey,
	AUTHOR = "B. J. Frey",
	TITLE = "Graphical models for machine learning and digital communication",
	YEAR = 1998,
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA"
}

@Book{ Grimmett,
	AUTHOR = "G.R. Grimmett and D.R. Stirzaker",
	TITLE = "Probability and Random Processes",
	YEAR = 1992,
	PUBLISHER = "Oxford Science Publications, Clarendon Press",
	ADDRESS = "Oxford"
}

% Decent general introduction to both Bayesian and Fisherian
%estimation frameworks

@Book{ Kay93,
	KEYWORD = "statistical signal processing, parameter estimation, Bayesian inference",
	AUTHOR = "S. M. Kay",
	TITLE = "Fundamentals of Statistical Signal Processing: Estimation Theory",
	YEAR = 1993,
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "New Jersey"
}

@Book{ Luenberger69,
	AUTHOR = "D. G. Luenberger",
	TITLE = "Optimization by vector space methods",
	YEAR = 1969,
	PUBLISHER = "Wiley",
	ADDRESS = "New York"
}

@Book{ Parisi88,
	author = "G. Parisi",
	title = "Statistical field theory",
	publisher = "Addison-Wesley",
	year = 1988
}

@Book{ Pearl88,
	AUTHOR = "J. Pearl",
	TITLE = "Probabilistic reasoning in intelligent systems",
	PUBLISHER = "Morgan Kaufman",
	ADDRESS = "San Mateo",
	YEAR = "1988"
}

@Book{ Press88,
	AUTHOR = "W H Press and B P Flannery and S A Teukolsky and W T Vetterling",
	TITLE = "Numerical Recipes in C",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "New York",
	YEAR = 1988
}

@Book{ Ripley81,
	AUTHOR = "B. D. Ripley",
	TITLE = "Spatial statistics",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1981"
}

@Book{ Ripley87,
	AUTHOR = "B. D. Ripley",
	TITLE = "Stochastic simulation",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1987"
}

@Book{ Kindermann,
	AUTHOR = "R. Kindermann and J. L. Snell",
	TITLE = "Markov random fields and their applications",
	PUBLISHER = "American Mathematical Society",
	ADDRESS = "Providence",
	YEAR = "1980"
}

@Book{ Chandler,
	AUTHOR = "D. Chandler",
	TITLE = "Introduction to modern statistical mechanics",
	PUBLISHER = "Oxford University Press",
	ADDRESS = "Oxford",
	YEAR = "1987"
}

% Authoritative text on convex analysis

@Book{ Rockafellar,
	AUTHOR = "G. Rockafellar",
	TITLE = "Convex Analysis",
	PUBLISHER = "Princeton University Press",
	ADDRESS = "Princeton",
	YEAR = "1970"
}

% Thick purple

@Book{ Royden,
	AUTHOR = "H.L. Royden",
	TITLE = "Real Analysis",
	PUBLISHER = "Prentice-{H}all",
	ADDRESS = "New Jersey",
	YEAR = "1988"
}

% Slim \& elementary, but very useful

@Book{ Rudin,
	AUTHOR = "Walter Rudin",
	TITLE = "Principles of Mathematical Analysis",
	PUBLISHER = "Mc{G}raw-Hill",
	ADDRESS = "New York",
	YEAR = "1964"
}

@Book{ Samorod,
	AUTHOR = "G. Samorodnitsky and M. Taqqu",
	TITLE = "Stable non-Gaussian random processes: stochastic models with infinite variance",
	PUBLISHER = "Chapman and Hall",
	ADDRESS = "New York",
	YEAR = "1994"
}

@Book{ Shannon,
	AUTHOR = "C.E. Shannon and W. Weaver",
	TITLE = "The Mathematical Theory of Communication",
	PUBLISHER = "The University of Illinois Press",
	ADDRESS = "Urbana",
	YEAR = "1949"
}

@Book{ Baxter,
	AUTHOR = "R. J. Baxter",
	TITLE = "Exactly solved models in statistical mechanics",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1982"
}

@Book{ Neumann,
	AUTHOR = "J. {von {N}eumann}",
	TITLE = "Theory of games and economic behavior",
	PUBLISHER = "Princeton University Press",
	ADDRESS = "Princeton",
	YEAR = "1953"
}

@Book{ StrangAM,
	AUTHOR = "G. Strang",
	TITLE = "Introduction to Applied Mathematics",
	PUBLISHER = "Wellesley-Cambridge Press",
	ADDRESS = "Cambridge, MA",
	YEAR = "1986"
}

@Book{ Stroock93,
	AUTHOR = "D. Stroock",
	TITLE = "Probability theory: an analytic view",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "New York",
	YEAR = 1993
}

% Books on statistical mechanics

@Book{ Thompson88,
	AUTHOR = "C. J. Thompson",
	TITLE = "Classical equilibrium statistical mechanics",
	PUBLISHER = "Clarendon Press",
	ADDRESS = "Oxford",
	YEAR = "1988"
}

@Book{ Wheeden,
	AUTHOR = "R.L. Wheeden and A. Zygmund",
	TITLE = "Measure and Integral: An Introduction to Real Analysis",
	PUBLISHER = "Marcel Dekker",
	ADDRESS = "New York",
	YEAR = "1977"
}

@Book{ Wilkinson,
	AUTHOR = "J.H. Wilkinson",
	TITLE = "The algebraic eigenvalue problem",
	PUBLISHER = "Clarendon Press",
	ADDRESS = "Oxford",
	YEAR = "1965"
}

@Book{ Wong,
	AUTHOR = "E. Wong and B. Hajek",
	TITLE = "Stochastic processes in engineering systems",
	PUBLISHER = "Springer-{V}erlag",
	ADDRESS = "New York",
	YEAR = "1985"
}

@Book{ Wu,
	AUTHOR = "N. Wu",
	TITLE = "The maximum entropy method",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1997"
}

@Book{ vanTrees1,
	AUTHOR = "H. L. {van Trees}",
	TITLE = "Detection, estimation, and modulation theory",
	PUBLISHER = "Wiley",
	ADDRESS = "New York, NY",
	YEAR = "1968",
	VOLUME = 1
}

%=============================================================================

@Article{ Shapley84,
	AUTHOR = "R. Shapley and C. Enroth-Cugell",
	TITLE = "Visual adaptation and retinal gain control",
	JOURNAL = "Progress in Retinal Research",
	YEAR = "1984",
	VOLUME = "3",
	PAGES = "263--346"
}

@Article{ srinivasan:laughlin:82,
	AUTHOR = "M.V. Srinivasan and S.B. Laughlin and A. Dubs",
	TITLE = "Predictive coding: a fresh view of inhibition in the retina",
	JOURNAL = "Proceedings of the Royal Society of London ",
	YEAR = " 1982 ",
	VOLUME = " B 216 ",
	PAGES = "427--459 "
}

@InCollection{ barlow:61a,
	AUTHOR = "H.B. Barlow",
	TITLE = " Possible principles underlying the transformation of sensory messages",
	BOOKTITLE = " Sensory Communication",
	EDITOR = "WA Rosenblith",
	YEAR = " 1961",
	PUBLISHER = "MIT Press Cambridge MA"
}

@InCollection{ barlow:61b,
	AUTHOR = "H.B. Barlow",
	TITLE = " Sensory mechanisms, the reduction of redundancy, and intelligence",
	BOOKTITLE = "Proceedings of the national physical laboratory symposium on the mechanisation of thought processes",
	EDITOR = "",
	YEAR = " 1961",
	PUBLISHER = "H.M. Stationery Office, London"
}

@InCollection{ barlow:90,
	AUTHOR = "H.B. Barlow",
	TITLE = "A theory about the functional role and synaptic mechanism of visual aftereffects",
	BOOKTITLE = "Vision:Coding and Efficiency",
	EDITOR = "C. Blakemore",
	YEAR = "1990",
	PUBLISHER = "Cambridge University Press"
}

@InCollection{ barlow:foldiak:89,
	AUTHOR = "H.B. Barlow and P. Foldiak",
	TITLE = "Adaptation and decorrelation in the cortex",
	BOOKTITLE = "The Computing Neuron",
	EDITOR = "R. Durbin and C. Miall and G. Mitchinson",
	YEAR = "1989",
	PUBLISHER = "Addison-Wellesley, New York"
}

@InCollection{ dong:96,
	AUTHOR = "D.W. Dong",
	TITLE = "Associative decorrelation dynamics in visual cortex",
	BOOKTITLE = "Lateral Interactions in the Cortex: Structure and Function",
	EDITOR = "J Sirosh and R Miikkulainen and Y Choe",
	YEAR = "1996",
	PUBLISHER = "Austin, TX"
}

@Article{ atick:redlich:90,
	AUTHOR = "J.J. Atick and A.N. Redlich",
	TITLE = "Towards a theory of early visual processing",
	JOURNAL = "Neural Computation",
	YEAR = " 1990",
	VOLUME = " 2 ",
	PAGES = " 308--320 "
}

@Article{ atick:redlich:92,
	AUTHOR = "J.J. Atick and A.N. Redlich",
	TITLE = "What does the retina know about natural scenes?",
	JOURNAL = "Neural Computation",
	YEAR = 1992,
	VOLUME = 4,
	PAGES = "196--210"
}

@Article{ li:atick:94,
	AUTHOR = "Z. Li and J.J. Atick",
	TITLE = "Toward a Theory of the Striate Cortex",
	JOURNAL = "Neural Computation",
	YEAR = 1994,
	VOLUME = 6,
	PAGES = "127--146"
}

@Article{ schaaf:hateren:96a,
	AUTHOR = "A. {van der Schaaf} and J.J. {van Hateren}",
	TITLE = "Modelling the power spectra of natural images: Statistics and Information",
	JOURNAL = "Vision Research",
	YEAR = "1996",
	VOLUME = "36",
	PAGES = "2759--2770"
}

@Article{ field:87,
	AUTHOR = "D.J. Field",
	TITLE = "Relations between the statistics of natural images and the response properties of cortical cells",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1987",
	VOLUME = "A4",
	PAGES = "2379--2394"
}

@Article{ ruderman:94,
	AUTHOR = "D.L. Ruderman",
	TITLE = "The statistics of natural images",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1994",
	VOLUME = " 5",
	PAGES = " 517--548"
}

@Article{ ruderman:bialek:94,
	AUTHOR = "D.L. Ruderman and W. Bialek",
	TITLE = "Statistics of natural images: scaling in the woods",
	JOURNAL = "Physical Review Letters",
	YEAR = "1994",
	VOLUME = "73",
	PAGES = "814--817"
}

@Article{ hateren:92b,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Theoretical predictions of spatiotemporal receptive fields of fly {LMC}s, and experimental validation",
	JOURNAL = "Journal of Comparative Physiology",
	YEAR = "1992",
	VOLUME = "A 171",
	PAGES = "157--170"
}

@Article{ hateren:92a,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Real and optimal neural images in early vision",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "360",
	PAGES = "68--69"
}

@Article{ hateren:92c,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "A theory of maximizing sensory information",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "68",
	PAGES = "23--29"
}

@Article{ hateren:93,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Spatiotemporal contrast sensitivity of early vision",
	JOURNAL = "Vision Research",
	YEAR = "1993",
	VOLUME = "33",
	PAGES = "257--267"
}

@Article{ regan:beverley:85,
	AUTHOR = "D.R. Regan and K.I. Beverley",
	TITLE = "Postadaptation orientation discrimination",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1985",
	VOLUME = "2",
	PAGES = "147--155"
}

@Article{ barlow:levick:76,
	AUTHOR = "H.B. Barlow and W.R. Levick",
	TITLE = "Threshold setting by the surround of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1976",
	VOLUME = "259",
	PAGES = "737--757"
}

@Article{ barlow:levick:69,
	AUTHOR = "H.B. Barlow and W.R. Levick",
	TITLE = "Three factors limiting the reliable detection of light by retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "200",
	PAGES = "1--24"
}

@Article{ attneave:54,
	AUTHOR = "F. Attneave",
	TITLE = "Informational aspects of visual processing",
	JOURNAL = "Psychological Review",
	YEAR = "1954",
	VOLUME = "61",
	PAGES = "183--193"
}

@Book{ shannon:weaver:49,
	AUTHOR = "C.E. Shannon and W. Weaver",
	TITLE = "The Mathematical Theory of Communication",
	PUBLISHER = "The University of Illinois Press",
	ADDRESS = "Urbana",
	YEAR = "1949"
}

@Book{ gelfand:fomin:63,
	AUTHOR = "I.M. Gel'fand and S.V. Fomin",
	TITLE = "Calculus of variations",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Eaglewood Cliffs, New Jersey",
	YEAR = "1963"
}

@Book{ marr:82,
	AUTHOR = "D. Marr",
	TITLE = "Vision: A computational investigation into the human representation and processing of visual information",
	PUBLISHER = "WH Freeman",
	ADDRESS = "San Francisco",
	YEAR = "1982"
}

@Book{ papoulis:65,
	AUTHOR = "A. Papoulis",
	TITLE = "Probability, Random Variables, and Stochastic Processes",
	PUBLISHER = "Mc{G}raw Hill",
	ADDRESS = "New York",
	YEAR = "1965"
}

@Book{ doob:53,
	AUTHOR = "J.L. Doob",
	TITLE = "Stochastic Processes",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1953"
}

@Book{ cover:thomas:91,
	AUTHOR = "T.M. Cover and J.A. Thomas",
	TITLE = "Elements of Information Theory",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1991"
}

@Article{ enroth:robson:66,
	AUTHOR = "C. Enroth-Cugell and J.G. Robson",
	TITLE = "The contrast sensitivity of retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "517--552"
}

@Article{ enroth:shapley:73,
	AUTHOR = "C. Enroth-Cugell and R. Shapley",
	TITLE = "Adaptation and dynamics of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1973",
	VOLUME = "233",
	PAGES = "271--309"
}

@Article{ dong:atick:96a,
	AUTHOR = "D. Dong and J.J. Atick",
	TITLE = "Statistics of natural time-varying images",
	JOURNAL = "Network: Computation in neural systems",
	YEAR = "1996",
	VOLUME = "6",
	PAGES = "345--358"
}

@Article{ movshon:blakemore:73,
	AUTHOR = "J.A. Movshon and C. Blakemore",
	TITLE = "Orientation specificity and spatial selectivity in human vision",
	JOURNAL = "Perception",
	YEAR = "1973",
	VOLUME = "2",
	PAGES = "53--60"
}

@Article{ blakemore:campbell:69,
	AUTHOR = "C. Blakemore and F.W. Campbell",
	TITLE = "On the existence of neurones in the human visual system selectively sensitive to the orientation and size of retinal images",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "203",
	PAGES = "237--260"
}

@Article{ blakemore:nachmias:71,
	AUTHOR = "C. Blakemore and J. Nachmias",
	TITLE = "The orientation specificity of two visual after-effects",
	JOURNAL = "Journal of Physiology",
	YEAR = "1971",
	VOLUME = "213",
	PAGES = "157--174"
}

@Article{ gilinsky:68,
	AUTHOR = "A.S. Gilinksy",
	TITLE = "Orientation-specific effects of patterns of adapting light on visual acuity",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1968",
	VOLUME = "58",
	PAGES = "13--18"
}

@Article{ dick,
	AUTHOR = "P. Weene and R. Held",
	TITLE = "Changes in perceived size of angle as a function of orientation in the frontal plane",
	JOURNAL = "Journal of Experimental Psychology",
	YEAR = "1966",
	VOLUME = "71",
	PAGES = "55--59"
}

@Article{ pantle:sekuler:68,
	AUTHOR = "A.P. Pantle and R.W. Sekuler",
	TITLE = "Size-detecting mechanisms in human vision",
	JOURNAL = "Science",
	YEAR = "1968",
	VOLUME = "162",
	PAGES = "1146--1148"
}

@Article{ hubel:wiesel:62b,
	AUTHOR = "D.H. Hubel and T.N. Wiesel",
	TITLE = "Receptive fields, binocular interaction and functional architecture in the cat's visual cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "160",
	PAGES = "106--154"
}

@Article{ hubel:wiesel:62b,
	AUTHOR = "D.H. Hubel and T.N. Wiesel",
	TITLE = "Receptive fields and functional architecture of monkey striate cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "195",
	PAGES = "215--243"
}

@Article{ addams:34,
	AUTHOR = "R. Addams",
	TITLE = "An account of a peculiar optical phenomenon seen after having looked at a moving body",
	JOURNAL = "London and Edinburgh Philosophical Magazine and Journal of Science",
	YEAR = "1834",
	VOLUME = "5",
	PAGES = "373--374"
}

@Article{ wohlgemuth:11,
	AUTHOR = "W. Wohlgemuth",
	TITLE = "On the after-effect of seen movement",
	JOURNAL = "British Journal of Psychology, Monograph Supplement",
	YEAR = "1911",
	VOLUME = "1",
	PAGES = "1--117"
}

@Article{ gibson:radner:37,
	AUTHOR = "J.J. Gibson and M. Radner",
	TITLE = "Adaptation, after-effect and contrast in the perception of tilted lines: {I}. Quantitative studies",
	JOURNAL = "Journal of Experimental Psychology",
	YEAR = "1937",
	VOLUME = "20",
	PAGES = "453--467"
}

@Article{ barlow:hill:63,
	AUTHOR = "H.B. Barlow and R.M. Hill",
	TITLE = "Evidence for a physiological explanation of the waterfall illusion and figural aftereffects",
	JOURNAL = "Nature (London)",
	YEAR = "1963",
	VOLUME = "200",
	PAGES = "1345--1347"
}

@Article{ hammond:86,
	AUTHOR = "P. Hammond and G.S.V. Mouat and A.T. Smith",
	TITLE = "Motion aftereffects in cat striate cortex elicited by moving texture",
	JOURNAL = "Vision Research",
	YEAR = "1986",
	VOLUME = "26",
	PAGES = "1055--1060"
}

@Article{ hammond:89,
	AUTHOR = "P. Hammond and C.J.D. Pomfrett and B. Ahmed",
	TITLE = "Neural motion aftereffects in the cat's striate cortex: Orientation selectivity",
	JOURNAL = "Vision Research",
	YEAR = "1989",
	VOLUME = "29",
	PAGES = "1671--1683"
}

@Article{ wenderoth:88,
	AUTHOR = "P. Wenderoth and S. Johnstone",
	TITLE = "The different mechanisms of the direct and indirect tilt illusions",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "301--312"
}

@Article{ wenderoth:89,
	AUTHOR = "P. Wenderoth and R. {van der Zwan}",
	TITLE = "The effects of exposure duration and surrounding frames on direct and indirect tilt aftereffects and illusions",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1989",
	VOLUME = "46",
	PAGES = "338--344"
}

@Article{ tolhurst:dean:87,
	AUTHOR = "D.J. Tolhurst and A.F. Dean",
	TITLE = "Spatial summation by simple cells in the striate cortex of the cat",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1987",
	VOLUME = "66",
	PAGES = "607--620"
}

@Article{ tolhurst:heeger:97,
	AUTHOR = "D.J. Tolhurst and D.J. Heeger",
	TITLE = "Comparison of contrast-normalization and threshold models of the responses of simple cells in cat striate cortex",
	JOURNAL = "Visual Neuroscience",
	YEAR = "1997",
	VOLUME = "14",
	PAGES = "293--309"
}

@Article{ heeger:93,
	AUTHOR = "D.J. Heeger",
	TITLE = "Modeling simple-cell direction selectivity with normalized, half-squared, linear operators",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "1885--1898"
}

@Article{ frome:levinson:79a,
	AUTHOR = "F.S. Frome and J. Z. Levinson and J.T. Danielson and J. E. Clavadetscher",
	TITLE = "Shifts in perception of size after adaptation to gratings",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1327--1329"
}

@Article{ frome:levinson:79b,
	AUTHOR = "J. Z. Levinson and F. S. Frome",
	TITLE = "Perception of size of one object among many",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1425--1426"
}

@Article{ das:gilbert:95,
	AUTHOR = "A. Das and C. Gilbert",
	TITLE = "Receptive field expansion in adult visual cortex is linked to dynamic changes in strength of cortical connections",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1995",
	VOLUME = "74",
	PAGES = "779--792"
}

@Article{ kapadia:gilbert:94,
	AUTHOR = "M.K. Kapadia and C. D. Gilbert and G. Westheimer",
	TITLE = "A quantitative measure for short-term cortical plasticity in human vision",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1994",
	VOLUME = "14",
	PAGES = "451--457"
}

@Article{ gilbert:wiesel:92,
	AUTHOR = "C.D. Gilbert and T.N. Wiesel",
	TITLE = "Receptive field dynamics in adult primary visual cortex",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "256",
	PAGES = "150--152"
}

@Article{ creutzfeld:75,
	AUTHOR = "O.D. Creutzfeld and P. Heggelund",
	TITLE = "Neural plasticity in visual cortex of adult cats after exposure to visual patterns",
	JOURNAL = "Science",
	YEAR = "1975",
	VOLUME = "188",
	PAGES = "1025--1027"
}

@Article{ valois:82,
	AUTHOR = "R.L. {de Valois} and E.W. Yund and N. Hepler",
	TITLE = "The orientation and direction selectivity of cells in macaque visual cortex",
	JOURNAL = "Vision Research",
	YEAR = "1982",
	VOLUME = "22",
	PAGES = "531--544"
}

@Article{ hammond:78,
	AUTHOR = "P. Hammond and D.P. Andrews",
	TITLE = "Orientation tuning of cells in areas 17 and 18 of the cat's visual cortex",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1979",
	VOLUME = "31",
	PAGES = "341--351"
}

@Article{ thomas:79,
	AUTHOR = "J.P. Thomas and J. Gille",
	TITLE = "Bandwidths of orientation channels in human vision",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "652--660"
}

@Article{ snowden:92,
	AUTHOR = "R.J. Snowden",
	TITLE = "Orientation bandwidth: the effect of spatial and temporal frequency",
	JOURNAL = "Vision Research",
	YEAR = "1992",
	VOLUME = "32",
	PAGES = "1965--1974"
}

@Article{ phillips-84,
	AUTHOR = "G.C. Phillips and H.R. Wilson",
	TITLE = "Orientation bandwidths of spatial bandwidths measured by masking",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1984",
	VOLUME = "1",
	PAGES = "226--232"
}

@Article{ burr:91,
	AUTHOR = "D.C. Burr and S.A. Wijesundra",
	TITLE = "Orientation discrimination depends on spatial frequency",
	JOURNAL = "Vision Research",
	YEAR = "1991",
	VOLUME = "31",
	PAGES = "1449--1452"
}

@Article{ giaschi:93,
	AUTHOR = "D. Giaschi and R. Douglas and S. Marlin and M. Cynader",
	TITLE = "The time course of direction-selective adaptation in simple and complex cells in cat striate cortex",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "2024--2034"
}

@Article{ laughlin:89,
	AUTHOR = "S.B. Laughlin",
	TITLE = "The role of sensory adaptation in the retina",
	JOURNAL = "Journal of Experimental Biology",
	YEAR = "1989",
	VOLUME = "146",
	PAGES = "39--62"
}

@Article{ laughlin:81,
	AUTHOR = "S.B. Laughlin",
	TITLE = "A simple coding procedure enhances a neuron's information capacity",
	JOURNAL = "Z. Naturforsch",
	YEAR = "1981",
	VOLUME = "36c",
	PAGES = "910--912"
}

@Article{ maunsell:97,
	AUTHOR = "G.H. Ghose and J.H.R. Maunsell",
	TITLE = "Perceptual learning can selectively alter neural response in primate {V}1",
	JOURNAL = "Society for Neuroscience Abstracts",
	YEAR = "1997",
	VOLUME = "603.6",
	PAGES = "1544"
}

@Article{ bell:95,
	AUTHOR = "A.J. Bell and T.J. Sejnowski",
	TITLE = "An information-maximisation approach to blind separation and blind deconvolution",
	JOURNAL = "Neural Computation",
	YEAR = "1995",
	VOLUME = "7",
	PAGES = "1004--1034"
}

@Unpublished{ bell:98,
	AUTHOR = "A.J. Bell and T.J. Sejnowski",
	TITLE = "The Independent Components of Natural Scenes are Edge Filters",
	YEAR = 1998,
	NOTE = "Submitted to Vision Research"
}

@Article{ maffei:76,
	AUTHOR = "L. Maffei and A. Fiorentini",
	TITLE = "The unresponsive regions of visual cortical receptive fields",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1131--1139"
}

@Article{ nelson:78,
	AUTHOR = "J.I. Nelson and B.J. Frost",
	TITLE = "Orientation-selective inhibition from beyond the classic visual receptive field",
	JOURNAL = "Brain Research",
	YEAR = "1978",
	VOLUME = "139",
	PAGES = "359--365"
}

@Article{ morrone:82,
	AUTHOR = "M.C. Morrone and D.C. Burr and L.XS Maffei",
	TITLE = "Functional implications of cross-orientation inhibition of cortical visual cells: {I} {N}europhysiological evidence",
	JOURNAL = "Proceedings of the Royal Society of London B",
	YEAR = "1982",
	VOLUME = "216",
	PAGES = "335--354"
}

@Article{ campbell:maffei:71,
	AUTHOR = "F.W. Campbell and L. Maffei",
	TITLE = "The tilt-aftereffect: {A} fresh look",
	JOURNAL = "Vision Research",
	YEAR = "1971",
	VOLUME = "11",
	PAGES = "833--840"
}

@Article{ schaaf:hateren:96b,
	AUTHOR = "A. {van der Schaaf} and J.H. {van Hateren}",
	TITLE = "Temporal Properties of natural scenes",
	JOURNAL = "{IS}\&{T}/{SPIE} Proceedings (Human Vision and Electronic Imaging",
	YEAR = "1996",
	VOLUME = "2657",
	PAGES = "139--143"
}

@Article{ switkes:mayer:78,
	AUTHOR = "E. Switkes and M.J. Mayer and J.A. Sloan",
	TITLE = "Spatial frequency analysis of the visual environment: anisotropy and the carpentered environment hypothesis",
	JOURNAL = "Vision Research",
	YEAR = "1978",
	VOLUME = "18",
	PAGES = "1393--1399"
}

@Article{ knill:field:90,
	AUTHOR = "D.C. Knill and D. Field and D. Kersten",
	TITLE = "Human discrimination of fractal images",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1990",
	VOLUME = "7 A",
	PAGES = "1113--1123"
}

@Article{ campbell:robson:68,
	AUTHOR = "F.W. Campbell and J.G. Robson",
	TITLE = "Application of {F}ourier analysis to the visibility of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1968",
	VOLUME = "197",
	PAGES = "551--566"
}

@Article{ tolhurst:tadmor:92,
	AUTHOR = "D.J. Tolhurst and Y. Tadmor and T. Chao",
	TITLE = "Amplitude spectra of natural images",
	JOURNAL = "Opthalmic and Physiological Optics",
	YEAR = "1992",
	VOLUME = "12",
	PAGES = "229--232"
}

@Article{ campbell:kulikowski:66,
	AUTHOR = "F.W. Campbell and J.J. Kulikowski and J. Levinson",
	TITLE = "The effect of orientation on the visual resolution of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "427--436"
}

@Article{ berkeley:kitterle:75,
	AUTHOR = "M.A. Berkeley and F. Kitterle and D.W. Watkins",
	TITLE = "Grating visibility as a function of orientation and retinal eccentricity",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "239--244"
}

@Article{ heeley:timney:88,
	AUTHOR = "D.W. Heeley and B. Timney",
	TITLE = "Meridional anisotropies of orientation discrimination for sine wave gratings",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "337--344"
}

@Article{ appelle:72,
	AUTHOR = "S. Appelle",
	TITLE = "Perception and discrimination as a function of orientation: the ``oblique effect'' in man and animals",
	JOURNAL = "Psychological Bulletin",
	YEAR = "1972",
	VOLUME = "78",
	PAGES = "266--278"
}

@Article{ mitchell:freeman:67,
	AUTHOR = "D.E. Mitchell and R.D. Freeman and G. Westheimer",
	TITLE = "Effect of orientation on the modulation sensitivity for interference fringes on the retina",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "246--249"
}

@Article{ banks:stolarz:75,
	AUTHOR = "M.S. Banks and S.J. Stolarz",
	TITLE = "The effects of head tilt on meridional differences in acuity: implications for orientation constancy",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1975",
	VOLUME = "17",
	PAGES = "17--22"
}

@Article{ devalois:morgan:74,
	AUTHOR = "R.L. {de {V}alois} and H. Morgan and D.M. Snodderly",
	TITLE = "Psychophysical studies of monkey vision {I}{I}{I}: Spatial luminance contrast sensitivity tests of macaque and human observers",
	JOURNAL = "Vision Research",
	YEAR = "1974",
	VOLUME = "14",
	PAGES = "75--81"
}

@Article{ kelly:79,
	AUTHOR = "D.H. Kelly",
	TITLE = "Motion and Vision {I}{I}: Stabilized spatio-temporal threshold surface",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "1340--1349"
}

@Article{ patel:66,
	AUTHOR = "A.S. Patel",
	TITLE = "Spatial resolution by the human visual system",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1966",
	VOLUME = "56",
	PAGES = "689--694"
}

@Article{ barlow:macleod:76,
	AUTHOR = "H.B. Barlow and D.I.A. Mac{L}eod and A. {van Meeteren}",
	TITLE = "Adaptation to gratings: {N}o compensatory advantages found",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1043--1045"
}

@Article{ blakemore:nachmias:70,
	AUTHOR = "C. Blakemore and J. Nachmias and P. Sutton",
	TITLE = "The perceived spatial frequency shift: evidence for frequency-selective neurones in the human brain",
	JOURNAL = "Journal of Physiology, London",
	YEAR = "1970",
	VOLUME = "210",
	PAGES = "727--750"
}

@Article{ devalois:77,
	AUTHOR = "K.K. {de {V}alois}",
	TITLE = "Spatial frequency adaptation can enhance contrast sensitivity",
	JOURNAL = "Vision Research",
	YEAR = "1977",
	VOLUME = "17",
	PAGES = "1057--1065"
}

@Article{ emsley:25,
	AUTHOR = "H.H. Emsley",
	TITLE = "Irregular astigmatism of the eye: effect of correcting lenses",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1925",
	VOLUME = "27",
	PAGES = "28--41"
}

@Article{ hamblin:winser:27,
	AUTHOR = "J.R. Hamblin and T.H. Winser",
	TITLE = "On the resolution of gratings by the astigmatic eye",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1927",
	VOLUME = "29",
	PAGES = "28--42"
}

@Article{ leibowitz:53,
	AUTHOR = "H. Leibowitz",
	TITLE = "Some observations and theory on the variation of visual acuity with the orientation of the test object",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1953",
	VOLUME = "43",
	PAGES = "902--905"
}

@Article{ schreiber:56,
	AUTHOR = "W.F. Schreiber",
	TITLE = "The measurement of third-order probability distributions of television signals",
	JOURNAL = "IRE Transactions on Information Theory",
	YEAR = "1956",
	VOLUME = "IT-2",
	PAGES = "94--105"
}

@Article{ lillywhite:laughlin:79,
	AUTHOR = "P.G. Lillywhite and S.B. Laughlin",
	TITLE = "Transducer noise in a photoreceptor",
	JOURNAL = "Nature",
	YEAR = "1979",
	VOLUME = "277",
	PAGES = "569--572"
}

@Article{ vogels:90,
	AUTHOR = "R. Vogels",
	TITLE = "Population coding of stimulus orientation by striate cortical cells",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1990",
	VOLUME = "64",
	PAGES = "25--31"
}

@Article{ zohary:92,
	AUTHOR = "E. Zohary",
	TITLE = "Population coding of visual stimuli by neurons tuned to more than one dimension",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "66",
	PAGES = "265--272"
}

@Article{ tolhurst:thompson:75,
	AUTHOR = "D.J. Tolhurst and J.G. Thompson",
	TITLE = "Orientation illusions and after-effects: inhibition between channels",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "967--972"
}

@Article{ dealy:tolhurst:74,
	AUTHOR = "R.S. Dealy and R.J. Tolhurst",
	TITLE = "Is spatial adaptation an after-effect of prolonged inhibition?",
	JOURNAL = "Journal of Physiology",
	YEAR = "1974",
	VOLUME = "241",
	PAGES = "261--270"
}

@Article{ vidyasagar:90,
	AUTHOR = "T.R. Vidyasagar",
	TITLE = "Pattern adaptation in cat visual cortex is a co-operative phenomenon",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1990",
	VOLUME = "36",
	PAGES = "175--179"
}

@Article{ freeman:thibos:75,
	AUTHOR = "R.D. Freeman and L.N. Thibos",
	TITLE = "Contrast Sensitivity in Humans with abnormal visual experience",
	JOURNAL = "Journal of Physiology",
	YEAR = "1975",
	VOLUME = "247",
	PAGES = "687--710"
}

@Article{ vannes:bouman:67,
	AUTHOR = "F.L. {van {Nes}} and M.A. Bouman",
	TITLE = "Spatial modulation transfer in the human eye",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "401--406"
}

@Article{ campbell:green:65,
	AUTHOR = "F.W. Campbell and D.G. Green",
	TITLE = "Optical and retinal factors affecting visual resolution",
	JOURNAL = "Journal of Physiology",
	YEAR = "1965",
	VOLUME = "181",
	PAGES = "576--593"
}

@Article{ oliver:52,
	AUTHOR = "B.M. Oliver",
	TITLE = "Efficient Coding",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "724--750"
}

@Article{ harrison:52,
	AUTHOR = "C.W. Harrison",
	TITLE = "Experiments with linear prediction in television",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "764--783"
}

@Article{ magnussen:80,
	AUTHOR = "S. Magnussen and W. Kurtenbach",
	TITLE = "Linear summation of the tilt illusion and tilt aftereffect",
	JOURNAL = "Vision Research",
	YEAR = "1980",
	VOLUME = "20",
	PAGES = "39--42"
}

@Article{ annis:frost:73,
	AUTHOR = "R.C. Annis and B. Frost",
	TITLE = "Human visual ecology and orientation anisotropies in acuity",
	JOURNAL = "Science",
	YEAR = "1973",
	VOLUME = "182",
	PAGES = "729--731"
}

@Article{ linsker:92,
	AUTHOR = "R. Linsker",
	TITLE = "Local synaptic learning rules suffice to maximize mutual information in a linear network",
	JOURNAL = "Neural Computation",
	YEAR = "1992",
	VOLUME = "4",
	PAGES = "691--702"
}

@Article{ campbell:gubisch:66,
	AUTHOR = "F.W. Campbell and R.W. Gubisch",
	TITLE = "Optical quality of the human eye",
	JOURNAL = "Journal of Physiology",
	YEAR = "1966",
	VOLUME = "186",
	PAGES = "558--578"
}

@Book{ wu:97,
	AUTHOR = "N. Wu",
	TITLE = "The maximum entropy method",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1997"
}

@Article{ field:94,
	AUTHOR = "D.J. Field",
	TITLE = "What is the goal of sensory coding?",
	JOURNAL = "Neural Computation",
	YEAR = "1994",
	VOLUME = "6",
	PAGES = "559--601"
}

@Article{ olshausen:field:96,
	AUTHOR = "B.A. Olshausen and D.J. Field",
	TITLE = "Natural image statistics and efficient coding",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1996",
	VOLUME = "7",
	PAGES = "333--339"
}

@Article{ Onsager44,
	AUTHOR = "L. Onsager",
	TITLE = "Crystal statistics {I}: {A} two-dimensional model with an order-disorder transition",
	JOURNAL = "Physical Review",
	YEAR = "1944",
	VOLUME = "65",
	PAGES = "117--149"
}

@InProceedings{ Chekuri01,
	AUTHOR = "C. Chekuri and S. Khanna and J. Naor and L. Zosin",
	TITLE = "Approximation algorithms for the metric labeling problem via a new linear programming formation",
	BOOKTITLE = "Proceedings of the $12^{th}$ {ACM-SIAM} Symposium on Discrete Algorithms",
	YEAR = 2001
}

@InProceedings{ Kleinberg99,
	AUTHOR = "J. Kleinberg and E. Tardos",
	TITLE = "Approximation algorithms for classification problems with pairwise relationships: {M}etric labeling and {M}arkov random fields",
	BOOKTITLE = "Proceedings of the $40^{th}$ Annual Symposium on the Foundations of Computer Science",
	YEAR = 1999
}

@InProceedings{ Wiegerinck05,
	AUTHOR = "W. Wiegerinck",
	TITLE = "Approximations with Reweighted Generalized Belief Propagation",
	BOOKTITLE = "Workshop on Artificial Intelligence and Statistics",
	MONTH = "January",
	YEAR = 2005
}

@InProceedings{ Tatikonda03,
	AUTHOR = "S. Tatikonda",
	TITLE = "Convergence of the sum-product algorithm",
	BOOKTITLE = "Information Theory Workshop",
	MONTH = "April",
	YEAR = 2003
}

@InProceedings{ simoncelli:adelson:96,
	AUTHOR = "E.P. Simoncelli and E.H. Adelson",
	BOOKTITLE = "Third Int'l Conference on Image Processing",
	TITLE = "Noise removal via {B}ayesian wavelet coring",
	ADDRESS = "Lausanne, Switzerland",
	MONTH = "September",
	YEAR = 1996
}

@InProceedings{ Richardson04,
	AUTHOR = "T. Richardson",
	TITLE = "Error floors of {LDPC} codes",
	BOOKTITLE = "Allerton Conference on Control, Computing, and Communication",
	ADDRESS = "Urbana-Champaign, IL",
	MONTH = "October",
	YEAR = "2004"
}

@Article{ wilson:humanski:93,
	AUTHOR = "H.R. Wilson and R. Humanski",
	TITLE = "Spatial frequency adaptation and contrast gain control",
	JOURNAL = "Vision Research",
	YEAR = "1993",
	VOLUME = "33",
	PAGES = "1133--1149"
}

@Article{ ross:speed:91,
	AUTHOR = "J. Ross and H.D. Speed",
	TITLE = "Contrast adaptation and contrast masking in human vision",
	JOURNAL = "Proceedings of the Royal Society of London",
	YEAR = "1991",
	VOLUME = "B 246",
	PAGES = "61--69"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Article{ Strang-siam-review89,
	AUTHOR = "G. T. Strang",
	TITLE = "Wavelets and dilation equations: A brief introduction",
	JOURNAL = "{SIAM} Review",
	VOLUME = 31,
	NUMBER = 4,
	MONTH = "December",
	YEAR = 1989,
	PAGES = "614--627"
}

% Solid review article

@Article{ Kasdin95,
	AUTHOR = "N. J. Kasdin",
	TITLE = "Discrete simulation of colored noise and stochastic processes and $1/f^\alpha$ power law noise generation",
	JOURNAL = "Proceedings of the {IEEE}",
	VOLUME = 83,
	NUMBER = 5,
	MONTH = "May",
	YEAR = 1995,
	PAGES = "802--827"
}

@Article{ Mandelbrot68,
	AUTHOR = "B. Mandelbrot and J. {van {N}ess}",
	TITLE = "Fractional Brownian motions, fractional noises, and applications",
	JOURNAL = "{SIAM} Review",
	VOLUME = 10,
	YEAR = 1968,
	PAGES = "422--437"
}

@InProceedings{ Flandrin92,
	TITLE = "Time-scale analyses and self-similar stochastic processes",
	AUTHOR = "P Flandrin",
	BOOKTITLE = "NATO Advanced Study Institute: `Wavelets and their applications'",
	MONTH = "August",
	YEAR = 1992
}

@InProceedings{ Martinian03,
	TITLE = "Iterative quantization using codes on graphs",
	AUTHOR = "E. Martinian and J.S. Yedidia",
	BOOKTITLE = "Allerton Conference on Control, Computing, and Communication",
	MONTH = "October",
	YEAR = 2003
}

%% March 8, 2000: Collection of BIBTEX format references to papers/books  
%% in the graphical models literature.   
%% Compiled by Martin Wainwright  
%% Please e-mail comments/errors to wainwrig_at_eecs.berkeley.edu 
%% See file abbreviations.bib for the relevant abbreviations 
%% 
%% Updated April 22, 2003 
% 
%%  April 30, 2004:  added section on decentralized/detection problems (MJW) 
%%
%%

% Standard reference on mixture models

@Book{ Titterington86,
	AUTHOR = "D. M. Titterington and A.F.M. Smith and U.E. Makov",
	TITLE = "Statistical analysis of finite mixture distributions",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1986"
}

% Standard reference on mixture mdoels 

@Book{ Everitt81,
	EDITOR = "B.S. Everitt and D.J. Hand",
	TITLE = "Finite mixture distributions",
	PUBLISHER = "Chapman and Hall",
	ADDRESS = "London",
	YEAR = "1981"
}

% Gives model order selection procedures in exponential families that keep 
% the overestimation prob. bounded while achieving high (i.e., exponential in 
% rate) probabilities in the decay of the underestimation probability 

@Article{ Merhav89,
	author = "N. Merhav",
	title = "The estimation of the model order in exponential families",
	journal = "IEEE Transactions on Information Theory",
	year = 1989,
	volume = "35",
	pages = "1109--1114"
}

@Article{ Stephen99,
	author = "T. Stephen and L. Tuncel",
	title = "On a representation of the matching polytope via semidefinte liftings",
	journal = "Mathematics of Operations Research",
	year = 1999,
	volume = "24",
	pages = "1--7"
}

% 

@Article{ Chvatal73,
	author = "V. Chv{\'a}tal",
	title = "Edmonds polytopes and a hierarchy of combinatorial problems",
	journal = "Discrete Mathematics",
	year = 1973,
	volume = "4",
	pages = "305--377"
}

% Discusses trellis-based representation of linear block codes 

@Article{ Wolf78,
	author = "J. K. Wolf",
	title = "Efficient Maximum Likelihood Decoding of Linear Block Codes using a Trellis",
	journal = "IEEE Trans. Information Theory",
	year = 1978,
	volume = "24",
	pages = "76--80"
}

%% Decentralized/detection problems 

% Seminal paper on distributed detection problems 

@Article{ Tenney81,
	author = "R. R. Tenney and N. R. Jr. Sandell",
	title = "Detection with Distributed Sensors",
	journal = "IEEE Trans. Aero. Electron. Sys.",
	year = 1981,
	volume = "17",
	pages = "501--510"
}

% Nonparametric work using sign test or sign/rank (Wilcoxon) test 

@Article{ Hussaini97,
	author = "E. K. Al-Hussaini and Y. A. El-Far",
	title = "Decentralized Nonparametric Detectors",
	journal = "IEEE Signal Processing Letters",
	year = 1997,
	volume = "4",
	pages = "128--131"
}

%%  Statistical learning papers 

@Article{ Aronszajn50,
	author = "N. Aronszajn",
	title = "Theory of reproducing kernels",
	journal = "Transactions of the American Mathematical Society",
	year = 1950,
	volume = "68",
	pages = "337--404"
}

@Article{ Bousquet02,
	author = "O. Bousquet and A. Elisseeff",
	title = "Stability and generalization",
	journal = "Journal of Machine Learning Research",
	year = 2002,
	volume = "2",
	pages = "499--526"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 

@Article{ Boykov01,
	author = "Y. Boykov and O. Veksler and R. Zabih",
	title = "Fast approximate energy minimization via graph cuts",
	journal = "IEEE. Trans. PAMI",
	year = 2001,
	volume = "23",
	pages = "1222--1238"
}

@InProceedings{ Koetter01phase,
	AUTHOR = "R. Koetter and B. J. Frey and N. Petrovic and Jr. {D. C. Munson}",
	TITLE = "Unwrapping phase images by propagating probabilities across graphs",
	BOOKTITLE = "International Conference on Acoustic, Speech and Signal Processing",
	YEAR = 2001
}

@InProceedings{ Welling04,
	AUTHOR = "M. Welling",
	TITLE = "On the choice of regions for generalized belief propagation",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = 2004
}

@InProceedings{ Teh03,
	AUTHOR = "Y. W. Teh and M. Welling",
	TITLE = "On improving the efficiency of the iterative proportional fitting procedure",
	BOOKTITLE = "Workshop on Artificial Intelligence and Statistics",
	YEAR = 2003
}

@InProceedings{ Kappen02,
	AUTHOR = "H. J. Kappen and W. Wiegerinck",
	TITLE = "Novel iteration schemes for the cluster variation method",
	BOOKTITLE = "Neural Information Processing Systems 14",
	YEAR = 2002,
	PUBLISHER = "MIT Press, Cambridge, Ma",
	PAGES = "415----422"
}

@InProceedings{ Kleinberg99,
	AUTHOR = "J. Kleinberg and E. Tardos",
	TITLE = "Approximation algorithms for classification problems with pairwise relationships: {M}etric labeling and {M}arkov random fields",
	BOOKTITLE = "IEEE Symp. Found. Comp. Science",
	YEAR = 1999,
	PAGES = "14--24"
}

@Article{ Karloff99,
	author = "H. Karloff",
	title = "How good is the {G}oemans-{W}illiamson MAX CUT algorithm?",
	journal = "{SIAM} J. Computing",
	year = 1999,
	volume = "1",
	pages = "336--350"
}

% Article showing the sequence of relaxations on 0-1, derived by 
% three different though equivalent techniques 

@Article{ Boros90,
	author = "E. Boros and Y. Crama and P. L. Hammer",
	title = "Upper bounds for quadratic 0-1 maximization",
	journal = "Operations {R}esearch {L}etters",
	year = 1990,
	volume = "9",
	pages = "73--79"
}

% Original paper on roof-duality; has some results on the persistency 
% of solutions 
%ARTICLE{Hammer84, 
%  author = ``P. L. Hammer and P. Hansen and B. Simeone'', 
%  title = ``Roof duality, complementation and persistency in quadratic 0-1 optimization'', 
%  journal = ``Math. {P}rogramming'', 
%  year = 1984, 
%  volume = ``28'', 
%  pages = ``121--155'' 
%} 

%  

@Article{ Padberg89,
	author = "M. Padberg",
	title = "The {B}oolean quadric polytope: some characteristics, facets and relatives",
	journal = "Mathematical Programming",
	year = 1989,
	volume = "45",
	pages = "139--172"
}

@Article{ Lovasz91,
	author = "L. Lov{\'a}sz and A. Schrijver",
	title = "Cones of matrices and set-functions and $0-1$ optimization",
	journal = "SIAM Journal of Optimization",
	year = 1991,
	volume = "1",
	pages = "166--190"
}

@Article{ Lovasz79,
	author = "L. Lovasz",
	title = "On the {S}hannon capacity of a graph",
	journal = "IEEE Trans. Information Theory",
	year = 1979,
	volume = "IT-25",
	pages = "1--8"
}

@Article{ Parrilo02,
	author = "P. Parrilo",
	title = "Semidefinite programming relaxations for semialgebraic problems",
	journal = "Mathematical Programming, Ser. B",
	year = 2003,
	volume = "96",
	pages = "293--320"
}

@InProceedings{ Laurent02,
	AUTHOR = "M. Laurent",
	TITLE = "Semidefinite relaxations for Max-Cut",
	BOOKTITLE = "The Sharpest Cut: Fetschrift in Honor of M. Padberg's 60th Birthday",
	YEAR = 2002
}

@Article{ Laurent03,
	author = "M. Laurent",
	title = "A comparison of the {S}herali-{A}dams, {L}ov{\'a}sz-{S}chrijver and {L}asserre relaxations for 0-1 programming",
	journal = "Mathematics of Operations Research",
	year = 2003,
	volume = "28",
	pages = "470--496"
}

@Article{ Blei03,
	author = "D. M. Blei and A. Y. Ng and M. I. Jordan",
	title = "Latent {D}irichlet {A}llocation",
	journal = "Journal of Machine Learning Research",
	year = 2003,
	volume = 3,
	pages = "993--1022"
}

@Article{ Besag95,
	author = "J. Besag and P. Green and D. Higdon and K. Mengersen",
	title = "Bayesian computation and stochastic systems",
	journal = "Statistical Science",
	year = 1995,
	volume = 10,
	number = 1,
	pages = "3--41"
}

% Early article on pseudolikelihood

@Article{ Besag75,
	author = "J. Besag",
	title = "Statistical analysis of non-lattice data",
	journal = "The Statistician",
	year = 1975,
	volume = 24,
	number = 3,
	pages = "179--195"
}

% Proves consistency for Gaussian MRFs

@Article{ Besag77,
	author = "J. Besag",
	title = "Efficiency of pseudolikelihood estimation for simple {G}aussian fields",
	journal = "Biometrika",
	year = 1977,
	volume = 64,
	number = 3,
	pages = "616--618"
}

@InProceedings{ Shenoy90,
	AUTHOR = "P. Shenoy and G. Shafer",
	TITLE = "Axioms for probability and belief-function propagation",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = 1990,
	PAGES = "169--198",
	PUBLISHER = "North-Holland"
}

%%% ----- BELIEF PROPAGATION AND RELATED TOPICS -------------%%%%%% 

@InProceedings{ Ibragimov75,
	AUTHOR = "I. A. Ibragimov and V. Sudakov and B.S. Tsirelson",
	TITLE = "Norms of {G}aussian sample functions",
	BOOKTITLE = "Proceedings of the Third Japan-USSR Symposium on Probability",
	VOLUME = 550,
	YEAR = 1975,
	SERIES = "Lecture notes in Math.",
	PAGES = "20--41",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "Berlin"
}

@InProceedings{ Heskes03,
	AUTHOR = "T. Heskes and K. Albers and B. Kappen",
	TITLE = "Approximate inference and constrained optimization",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	VOLUME = 13,
	YEAR = 2003,
	PAGES = "313--320",
	MONTH = "July"
}

%inproceedings{DBLP:conf/uai/HeskesAK03,
%  author    = {Tom Heskes and
%               Kees Albers and
%               Bert Kappen},
%  title     = {Approximate Inference and Constrained Optimization.},
%  booktitle = {UAI},
%  year      = {2003},
%  pages     = {313-320},

@InProceedings{ Wiegerinck02_frac,
	AUTHOR = "W. Wiegerinck and T. Heskes",
	TITLE = "Fractional belief propagation",
	BOOKTITLE = "NIPS",
	VOLUME = 12,
	YEAR = 2002,
	PAGES = "438--445"
}

@PhDThesis{ Beal03,
	TITLE = "Variational algorithms for approximate {B}ayesian inference",
	AUTHOR = "M. J. Beal",
	SCHOOL = "Gatsby Computational Neuroscience Unit, University College, London",
	YEAR = 2003
}

@InProceedings{ GhaBea01,
	AUTHOR = "Z. Ghahramani and M. J. Beal",
	TITLE = "Propagation algorithms for variational Bayesian learning",
	BOOKTITLE = "Proceedings of the Neural Information Proessing Systems Confernce",
	VOLUME = 13,
	YEAR = 2001,
	PAGES = "507--513"
}

@InProceedings{ Tatikonda02,
	AUTHOR = "S. Tatikonda and M. I. Jordan",
	TITLE = "Loopy belief propagation and {G}ibbs measures",
	BOOKTITLE = "Proc. Uncertainty in Artificial Intelligence",
	VOLUME = 18,
	YEAR = 2002,
	PAGES = "493--500",
	MONTH = "August"
}

% Roof duality bound 

@Article{ Hammer84,
	author = "P.L. Hammer and P. Hansen and B. Simeone",
	title = "Roof duality, complementation, and persistency in quadratic 0-1 optimization",
	journal = "Mathematical Programming",
	year = 1984,
	volume = 28,
	pages = "121--155"
}

% Iterated conditional modes 

@Article{ Besag86,
	author = "J. Besag",
	title = "On the Statistical Analysis of Dirty Pictures",
	journal = "Journal of the Royal Statistical Society, Series B",
	year = 1986,
	volume = 48,
	number = 3,
	pages = "259--279"
}

%  

@Article{ Jaynes82,
	author = "E. T. Jaynes",
	title = "On the rationale of maximum entropy methods",
	journal = "Proc. IEEE",
	year = 1982,
	volume = 70,
	pages = "939--952"
}

%  

@Article{ Kullback51,
	author = "S. Kullback and R. A. Leibler",
	title = "On information and sufficiency",
	journal = "Annals of Mathematical Statistics",
	year = 1951,
	volume = 22,
	NUMBER = 1,
	pages = "79--86"
}

%  

@Article{ Kullback68,
	author = "S. Kullback",
	title = "Probability densities with given marginals",
	journal = "Annals of Mathematical Statistics",
	year = 1968,
	volume = 39,
	pages = "1236--1243"
}

%  

@Article{ Ireland68,
	author = "C. T. Ireland and S. Kullback",
	title = "Contigency tables with given marginals",
	journal = "Biometrika",
	year = 1968,
	volume = 55,
	pages = "179--188"
}

% Early article on sampling random spanning trees 

@Article{ Aldous90,
	author = "D. Aldous",
	title = "A random walk construction of uniform spanning trees and uniform labelled trees",
	journal = "{SIAM} {J}ournal on {D}iscrete {M}athematics",
	year = 1990,
	volume = 3,
	number = "4",
	pages = "450--465"
}

% Early article showing that BP/turbo decoding is projecting onto
% factorized densities

@Article{ Moher98,
	author = "Moher98",
	title = "Cross-entropy and iterative decoding",
	journal = "IEEE Trans. Info. Theory",
	year = 1998,
	volume = 44,
	pages = "3097--3104"
}

% Tutorial paper on nested families of probability distributions 
% Reasonable introduction to basics of information geometry 

@Article{ Amari01,
	author = "S. Amari",
	title = "Information geometry on a hierarchy of probability distributions",
	journal = "IEEE Trans. on Information Theory",
	year = 2001,
	volume = 47,
	number = "5",
	pages = "1701--1711"
}

% Later article on random spanning trees, with coupling from past 

@Article{ Propp98,
	author = "J. G. Propp and D. B. Wilson",
	title = "How to get a perfectly random sample from a generic {M}arkov chain and generate a random spanning tree of a directed graph",
	journal = "Journal of Algorithms",
	year = 1998,
	volume = 27,
	pages = "170--217"
}

% Blahut al
gorithm for channel capacity/rate distortion; particular case of 
% an alternating minimization algorithm 

@Article{ Blahut72,
	author = "R. E. Blahut",
	title = "Computation of channel capacity and rate distortion functions",
	journal = "IEEE Transactions on Information Theory",
	year = 1972,
	volume = 18,
	pages = "460--473"
}

% BCJR paper showing how to compute p(x_s | y) 

@Article{ Bahl74,
	author = "L. R. Bahl and J. Cocke and F. Jelinek and J. Raviv",
	title = "Optimal decoding of linear codes for minimizing symbol error rate",
	journal = "IEEE Transactions on Information Theory",
	year = 1974,
	MONTH = "March",
	pages = "284--287"
}

@Article{ Cocco03,
	author = "S. Cocco and O. Dubois and J. Mandler and R. Monasson",
	title = "Rigorous decimation-based construction of ground pure states for spin-glass models on random lattices",
	journal = "Physical Review Letters",
	year = 2003,
	MONTH = "January",
	NUMBER = 4,
	VOLUME = 90
}

@InProceedings{ Dubois03,
	author = "O. Dubois and J. Mandler",
	title = "The 3-{XORSAT} threshold",
	BOOKTITLE = "Proc. 43rd Symp. FOCS",
	year = 2002,
	PAGES = "769--778"
}

% Combining reliability-based decoding  

@Article{ Fossorier01,
	author = "M. P. C. Fossorier",
	title = "Iterative reliability-based decoding of low-density parity check codes",
	journal = "IEEE Transactions on Information Theory",
	year = 2001,
	MONTH = "May",
	pages = "908--917"
}

% Arimoto algorithm: alternating max. for channel capacity 

@Article{ Arimoto72,
	author = "S. Arimoto",
	title = "An algorithm for computing the capacity of an arbitrary discrete memoryless channel",
	journal = "IEEE Transactions on Information Theory",
	year = 1972,
	volume = 18,
	pages = "14--20"
}

@Article{ An88,
	author = "G. An",
	title = "A note on the Cluster Variation Method",
	journal = "Journal of Statistical Physics",
	year = 1988,
	volume = 52,
	number = "3",
	pages = "727--734"
}

@Article{ Gallager62,
	author = "R. G. Gallager",
	title = "Low-density parity check codes",
	journal = "IRE Trans. Inform. Theory",
	year = 1962,
	volume = "IT-8",
	pages = "21--28"
}

@Article{ Calderbank99,
	author = "Jr. G. D. {A. R. Calderbank amd Forney} and A. Vardy",
	title = "Minimal tail-biting trellises: the {G}olay code and more",
	journal = "IEEE Transactions on Information Theory",
	year = 1999,
	volume = 45,
	pages = "1435--1455"
}

@InCollection{ Odlyzko95,
	author = "A. Odlyzko",
	BOOKTITLE = "Handbook of Combinatorics",
	TITLE = "Asymptotic Enumeration",
	publisher = "MIT Press",
	EDITORS = "R. L. Graham and M. Grotschel and L'{a}szl{\'o} Lov{\'a}sz",
	pages = "1063--1230",
	VOLUME = 2,
	year = 1995
}

@InCollection{ Wu96,
	author = "S.P. Wu and S. Boyd",
	BOOKTITLE = "Recent advances in LMI methods for control",
	TITLE = " {SDPSOL}: A parser/solver for semidefinite programs with matrix structure",
	publisher = "SIAM",
	pages = "79--91",
	year = 2000
}

@Article{ Frey01b,
	author = "B. J. Frey and R. Koetter and A. Vardy",
	title = "Signal-space characterization of iterative decoding",
	journal = "IEEE Trans. Info. Theory",
	year = 2001,
	volume = 47,
	pages = "766--781"
}

@InProceedings{ Malioutov04,
	author = "D. M. Malioutov and M. Cetin and A. S. Willsky",
	BOOKTITLE = "Int. Conf. on Acoustics, Speech, and Signal Processing",
	TITLE = "Optimal sparse representations in general overcomplete bases",
	year = 2004,
	MONTH = "May",
	VOLUME = "2",
	PAGES = "II--793--796"
}

@InProceedings{ Frey98,
	author = "B. J. Frey and R. Koetter and A. Vardy",
	BOOKTITLE = "International Symp. Info. Theory",
	TITLE = "Skewness and pseudocodewords in iterative decoding",
	year = 1998
}

% Brief overview of turbo MUD 

@InProceedings{ Poor00,
	author = "H. V. Poor",
	BOOKTITLE = "IEEE Symp. Spread-Spectrum Tech. Appl",
	TITLE = "Turbo Multiuser Detection: An Overview",
	year = 2000
}

@InProceedings{ Karger94,
	AUTHOR = "D. Karger and R. Motwani and M. Sudan",
	TITLE = "Appoximate graph coloring by semidefinite programming",
	BOOKTITLE = "IEEE Symposium Foundations of Computer Science",
	YEAR = "1994"
}

@InCollection{ Forney01c,
	author = "Jr. G.D. Forney and R. Koetter and F. R. Kschischang and A. Reznick",
	BOOKTITLE = "Codes, systems and graphical models",
	TITLE = "On the effective weights of pseudocodewords for codes defined on graphs with cycles",
	publisher = "Springer",
	pages = "101--112",
	year = 2001
}

@InCollection{ Forney01b,
	author = "Jr. G. D. Forney and F. R. Kschischang and B. Marcus and S. Tuncel",
	BOOKTITLE = "Codes, systems and graphical models",
	TITLE = "Iterative decoding of tail-biting trellises and connections with symbolic dynamics",
	publisher = "Springer",
	pages = "239--264",
	year = 2001
}

% Establishes that with a *special* form of variation in directed models, 
% marginals are a quotient of two linear functions in network parameters 

@Article{ Castillo96,
	author = "E. Castillo and J. M. Gutierrez and A. S. Hadi",
	title = "A new method for efficient symbolic propagation in discrete {B}ayesian networks",
	journal = "Networks",
	year = 1996,
	volume = 28,
	pages = "31--43"
}

% Kruskal min weight spanning tree 

@Article{ Rota64,
	AUTHOR = "G.C. Rota",
	TITLE = "On the Foundations of Combinatorial Theory 1. {T}heory of \moeb Functions",
	JOURNAL = "Z. Wahrscheinlichkeitstheorie",
	YEAR = 1964,
	VOLUME = 2,
	PAGES = "340--368"
}

% Alan's survey article 

@Article{ Willsky02,
	AUTHOR = "A. S. Willsky",
	TITLE = "Multiresolution {M}arkov models for signal and image processing",
	JOURNAL = "Proceedings of the {IEEE}",
	YEAR = 2002,
	VOLUME = 90,
	NUMBER = 8,
	PAGES = "1396--1458"
}

% Kruskal min weight spanning tree 

@Article{ Kruskal56,
	AUTHOR = "J. Kruskal",
	TITLE = "On the shortest spanning subtree of a graph and the travelling salesman problem",
	JOURNAL = "Proc. AMS",
	YEAR = 1956,
	VOLUME = 7,
	PAGES = "48--50"
}

% Important early paper on minimax theorems 

@Article{ Fan53,
	AUTHOR = "K. Fan",
	TITLE = "Minimax theorems",
	JOURNAL = "Proc. Nat. Acad. Sci. U.S.A.",
	YEAR = 1953,
	VOLUME = 39,
	PAGES = "42--47"
}

@Article{ Geiger90,
	author = "D. Geiger and T. Verma and J. Pearl",
	title = "Identifying independence in {B}ayesian networks",
	journal = "Networks",
	year = 1990,
	volume = 20,
	pages = "507--543"
}

% Uses symbolic probabilistic inference to perform sensitivity analysis 

@Article{ Castillo97,
	author = "E. Castillo and J. M. Gutierrez and A. S. Hadi",
	title = "Sensitivity analysis in discrete {B}ayesian networks",
	journal = "IEEE Transactions on Systems, Man, and Cybernetics",
	year = 1997,
	volume = 27,
	pages = "412--423"
}

% Computes first derivatives of probabilities to changes in model parameters 

@Article{ Laskey95,
	author = "K. Laskey",
	title = "Sensitivity Analysis for Probability Assessments in {B}ayesian Networks",
	journal = "IEEE Transactions on Systems, Man, and Cybernetics",
	year = 1995,
	volume = 25,
	pages = "901--909"
}

@Article{ DellaPietra97,
	AUTHOR = "S. Della Pietra and V. Della Pietra and J. Lafferty",
	TITLE = "Inducing features of random fields",
	JOURNAL = "IEEE Trans. on Pattern Analysis and Machine Intelligence",
	YEAR = 1997,
	VOLUME = 19,
	NUMBER = 4,
	PAGES = "380--393"
}

@InProceedings{ Kjaerulff00,
	AUTHOR = "Uffe Kjaerulff and Linda C. van~der~Gaag",
	TITLE = "Making Sensitivity Analysis Computationally Efficient",
	BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)",
	PUBLISHER = "Morgan Kaufmann Publishers",
	ADDRESS = "San Francisco, CA",
	YEAR = "2000",
	PAGES = "317--325"
}

% Important article on LDPCs and belief propagation 

@InProceedings{ Luby98,
	AUTHOR = "M. Luby and M. Mitzenmacher and M. A. Shokrollahi and D. Spielman",
	TITLE = "Improved low-density parity-check codes using irregular graphs and belief propagation",
	BOOKTITLE = "Proceedings 1998 International Symposium on Information Theory",
	PUBLISHER = "IEEE",
	YEAR = "1998",
	PAGES = "117"
}

% Shows that BP is updating a factorized approximation 

@InProceedings{ Grant99,
	AUTHOR = "A. J. Grant",
	TITLE = "Information geometry and iterative decoding",
	BOOKTITLE = "IEEE Communication Theory Workshop",
	PUBLISHER = "Morgan Kaufmann Publishing",
	ADDRESS = "Aptos, CA",
	YEAR = "1999"
}

@Article{ Yuille01,
	AUTHOR = "A. Yuille",
	TITLE = "{CCCP} algorithms to minimize the {B}ethe and {K}ikuchi free energies: {C}onvergent alternatives to belief propagation",
	JOURNAL = "Neural Computation",
	YEAR = 2002,
	VOLUME = "14",
	PAGES = "1691--1722"
}

@InProceedings{ Welling01,
	AUTHOR = "M. Welling and Y. Teh",
	TITLE = "Belief Optimization: A stable Alternative to Loopy Belief Propagation",
	BOOKTItLE = "Uncertainty in Artificial Intelligence",
	YEAR = "2001",
	MONTH = "July"
}

@Article{ Dagum93,
	author = "P. Dagum and M. Luby",
	title = "Approximate probabilistic reasoning in {B}ayesian belief networks is {NP}-hard",
	journal = "Artificial Intelligence",
	year = 1993,
	volume = 60,
	pages = "141--153"
}

@Article{ Cooper90,
	author = "G. Cooper",
	title = "The computational complexity of probabilistic inference using {B}ayesian belief networks",
	journal = "Artificial Intelligence",
	year = 1990,
	volume = 42,
	pages = "393--405"
}

@Article{ Saul96b,
	author = "L. Saul and T. S. Jaakkola and M. Jordan",
	title = "Mean field theory for sigmoid belief networks",
	journal = "Journal of Artificial Intelligence Research",
	year = 1996,
	volume = 4,
	pages = "61--76"
}

@InProceedings{ Jaakkola96a,
	author = "T. S. Jaakkola and M. Jordan",
	title = "Recursive algorithms for approximating probabilities in graphical models",
	booktitle = "NIPS 9",
	year = 1996,
	PAGES = "487--493"
}

@InProceedings{ Murphy99,
	author = "K. Murphy and Y. Weiss and M. Jordan",
	title = "Loopy-belief Propagation for Approximate Inference: An Empirical Study",
	booktitle = "Uncertainty in Artificial Intelligence",
	volume = 9,
	year = 1999
}

@InProceedings{ Murphy01,
	author = "K. Murphy and Y. Weiss",
	title = "The factored frontier algorithm for approximate inference in {D}{B}{N}s",
	booktitle = "Uncertainty in Artificial Intelligence",
	volume = 11,
	year = 2001
}

@Article{ Freeman00,
	author = "W. T. Freeman and E. C. Pasztor and O. T. Carmichael",
	title = "Learning Low-Level Vision",
	journal = "Intl. J. Computer Vision",
	volume = 40,
	number = 1,
	pages = "25--47",
	year = 2000
}

%note = ``See also http://www.merl.com/reports/TR2000-05/'',

@Article{ Kappen98,
	author = "H. Kappen and P. Rodriguez",
	title = "Efficient learning in {B}oltzmann machines using linear response theory",
	journal = "Neural Computation",
	year = 1998,
	volume = 10,
	pages = "1137--1156"
}

% Apparently proves that decoding on single loop converges
% Is this sum-product or min-sum?

@Article{ Anderson98,
	author = "J. B. Anderson and S. M. Hladnik",
	title = "Tailbiting MAP decoders",
	journal = "IEEE Sel. Areas Comm.",
	year = 1998,
	volume = 16,
	month = "February",
	pages = "297--302"
}

% Good survey article; no new results

@Article{ Frank98,
	author = "F.R. Kschischang and B.J. Frey",
	title = "Iterative decoding of compound codes by probability propagation in graphical models",
	journal = "IEEE Sel. Areas Comm.",
	year = 1998,
	volume = 16,
	number = 2,
	month = "February",
	pages = "219--230"
}

@Article{ Frank01,
	author = "F.R. Kschischang and B.J. Frey and H.-A. Loeliger",
	title = "Factor graphs and the sum-product algorithm",
	journal = it,
	year = 2001,
	volume = 47,
	NUMBER = 2,
	month = "February",
	pages = "498--519"
}

@Article{ Tanner80,
	author = "R. M. Tanner",
	title = "A recursive approach to low complexity codes",
	journal = it,
	year = 1980,
	volume = "IT-27",
	month = "September",
	pages = "533--547"
}

% Analysis of turbo coding on graphs with single loop

@InProceedings{ Aji98,
	AUTHOR = "S. M. Aji and G. Horn and R. Mc{E}liece",
	TITLE = "On the convergence of iterative decoding on graphs with a single cycle",
	BOOKTITLE = "Proceedings IEEE Intl. Symp. on Information Theory",
	ADDRESS = "Cambridge, MA",
	YEAR = 1998,
	PAGES = "276"
}

% Original turbo code article

@InProceedings{ Berroux93,
	AUTHOR = "C. Berroux and A. Glavieux and P. Thitmajshima",
	TITLE = "Near {S}hannon limit error-correcting coding and decoding",
	BOOKTITLE = "Proceedings of ICC",
	YEAR = 1993,
	PAGES = "1064--1070"
}

@Article{ Zhao03,
	TITLE = "Collaborative {S}ignal and {I}nformation {P}rocessing: an {I}nformation-{D}irected {A}pproach",
	AUTHOR = "F. Zhao and J. Liu and J. Liu and L. Guibas and J. Reich",
	YEAR = 2003,
	JOURNAL = "IEEE Trans. Commun.",
	VOLUME = 91,
	NUMBER = 8,
	MONTH = "August",
	PAGES = "1199--1209"
}

@Article{ Berroux96,
	TITLE = "Near optimum error correcting coding and decoding: {T}urbo codes",
	AUTHOR = "C. Berroux and A. Glavieux",
	YEAR = 1996,
	JOURNAL = "IEEE Trans. Commun.",
	VOLUME = 44,
	MONTH = "October",
	PAGES = "1261--1271"
}

@InProceedings{ Aji01,
	AUTHOR = "S. Aji and R. Mc{E}liece",
	TITLE = "The Generalized Distributive Law and Free Energy Minimization",
	BOOKTITLE = "Proc. Allerton Conf. Comm., Control and Computing",
	ADDRESS = "Urbana-Champaign, IL",
	YEAR = 2001
}

% Uses extended form of SP to select ground states from SAT problems

@TechReport{ Battaglia04,
	AUTHOR = "D. Battaglia and A. Braunstein and J. Chavas and R. Zecchina",
	TITLE = "Source coding by efficient selection of ground states",
	YEAR = 2004,
	NOTE = "arXiv:cond-mat/0412652 v1"
}

%TECHREPORT{OmiWai08,
%  AUTHOR = ``D. Omidiran and M. J. Wainwright'',
%  TITLE = ``High-dimensional subset recovery in noise:  Sparsified measurement
%matrices with no loss of statistical efficiency'',
%  YEAR = 2008,
%  INSTITUTION = ``Department of Statistics, UC Berkeley''
%}

@TechReport{ Zhao06,
	AUTHOR = "P. Zhao and B. Yu",
	TITLE = "Model selection with the Lasso",
	YEAR = 2006,
	INSTITUTION = "UC Berkeley, Department of Statistics",
	MONTH = "March",
	NOTE = "Accepted to Journal of Machine Learning Research"
}

@TechReport{ GrayToeplitz,
	AUTHOR = "R. M. Gray",
	TITLE = "Toeplitz and {C}irculant {M}atrices: {A} {R}eview",
	YEAR = 1990,
	INSTITUTION = "Stanford University, Information Systems Laboratory"
}

% Survey propagation (more understandable)

@TechReport{ Braunstein03,
	TITLE = "Survey propagation: an algorithm for satisfiability",
	AUTHOR = "A. Braunstein and M. M{\'e}zard and R. Zecchina",
	YEAR = 2003,
	NOTE = "arXiv:cs.CC/02122002 v2"
}

% Survey propagation (early paper)

@TechReport{ Mezard02,
	TITLE = "The random K-satisfiability problem: from an analytic solution to an efficient algorithm",
	AUTHOR = "M. M{\'e}zard and R. Zecchina",
	INSTITUTION = "Universit{\'e} Paris Sud",
	YEAR = 2002,
	NOTE = "arXiv:cond-mat/207194 v3"
}

% Survey propagation (early paper)

@TechReport{ Mezard02b,
	TITLE = "XORSAT problem",
	AUTHOR = "M. M{\'e}zard and R. Zecchina",
	INSTITUTION = "Universit{\'e} Paris Sud",
	YEAR = 2002,
	NOTE = ""
}

% Running MAP estimation on turbo graphs

@TechReport{ Benedetto96,
	TITLE = "Soft-output decoding algorithms in iterative decoding of turbo codes",
	AUTHOR = "S. Benedetto and G. Montorsi and D. Divsalar and F. Pollara",
	INSTITUTION = "Jet Propulsion Laboratory",
	YEAR = 1996
}

% Excellent survey on pseudo-boolean optimization (0-1 integer programming)

@TechReport{ Boros01,
	TITLE = "Pseudo-Boolean Optimization",
	AUTHOR = "E. Boros and P. L. Hammer",
	INSTITUTION = "Rutgers Univ.",
	YEAR = 2001
}

%%INSTITUTION = ``Rutcor Research Report, Rutgers University'',

% Taking more abstract view of sum-product algorithm, showing that
% these operations can be generalized to commutative semirings
% Little new material, but a nice overview; based (not cited?)
% on earlier SIAM paper Verdu87 on abstrat dynamic programming

@Article{ Aji97,
	TITLE = "The Generalized Distributive Law",
	AUTHOR = "S.M. Aji and R.J. Mc{E}liece",
	YEAR = 2000,
	JOURNAL = it,
	VOLUME = 46,
	MONTH = "March",
	PAGES = "325--343"
}

@Article{ Verdu87,
	TITLE = "Abstract dynamic programming models under commutativity conditions",
	AUTHOR = "S. Verd{\'u} and H. V. Poor",
	YEAR = 1987,
	JOURNAL = siamjcont,
	VOLUME = 25,
	MONTH = "July",
	NUMBER = 4,
	PAGES = "990--1006"
}

% Uses sum-product for phase unwrapping

@InProceedings{ Frey01,
	author = "B. Frey and R. Koetter and N. Petrovic",
	title = "Very loopy belief propagation for unwrapping phase images",
	booktitle = "NIPS 14",
	year = "2001",
	publisher = "MIT Press"
}

% Show that means converges; uses Richardson's theory of turbo decoding
% see Richardson (2000)

@InProceedings{ Rus99,
	author = "P. Rusmevichientong and B. Van Roy",
	title = "An Analysis of Turbo Decoding with {G}aussian Densities",
	booktitle = "NIPS 12",
	pages = "575--581",
	year = "2000",
	publisher = "MIT Press"
}

%%%editor    = {S.A.~Solla and T.K.~Leen and K.-R.~M{\"u}ller},

% Article showing that MAP computation is correct in graphical models
% with a single loop; conditional marginals are off in general

@Article{ Weiss00,
	TITLE = "Correctness of local probability propagation in graphical models with loops",
	AUTHOR = "Y. Weiss",
	JOURNAL = "Neural Computation",
	VOLUME = 12,
	PAGES = "1--41",
	YEAR = 2000
}

@Article{ FreemanMAP01,
	TITLE = "On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs",
	AUTHOR = "W. T. Freeman and Y. Weiss",
	JOURNAL = it,
	VOLUME = 47,
	PAGES = "736--744",
	YEAR = 2001
}

% Proves that BP converges to correct conditional means in Gaussian graphs
% of arbitrary topology under certain conditions; shows how the error variances are off

@InProceedings{ WeiFre00,
	author = "Y. Weiss and W. T. Freeman",
	title = "Correctness of Belief Propagation in {G}aussian Graphical Models of Arbitrary Topology",
	booktitle = "NIPS 12",
	pages = "673--679",
	year = "2000",
	publisher = "MIT Press"
}

%editor    = {S.A.~Solla and T.K.~Leen and K.-R.~M{\"u}ller},

% Tech report of similar material; will be grandfathered

@TechReport{ Weiss99,
	TITLE = "Correctness of belief propagation in {G}aussian graphical models of arbitrary topology",
	AUTHOR = "Y. Weiss and W.T. Freeman",
	INSTITUTION = "University California at Berkeley",
	YEAR = 1999,
	NOTE = "Available at \texttt{http://www.cs.berkeley.edu/~yweiss/ncpaperweb.ps.gz}"
}

% Article showing that turbo decoding updates are a version of Pearl

@Article{ McEliece98,
	TITLE = "Turbo Decoding as an Instance of {P}earl's Belief Propagation Algorithm",
	AUTHOR = "R.J. Mc{E}liece and D.J.C. McKay and J.F. Cheng",
	JOURNAL = selcom,
	VOLUME = 16,
	NUMBER = 2,
	MONTH = "February",
	PAGES = "140--152",
	YEAR = 1998
}

% Early article on Bethe tree approximation

@Article{ Wu95,
	TITLE = "Tree approximations to {M}arkov random fields",
	AUTHOR = "C. H. Wu and Peter C. Doerschuk",
	JOURNAL = "IEEE Trans. on PAMI",
	VOLUME = 17,
	NUMBER = 4,
	MONTH = "April",
	PAGES = "391--402",
	YEAR = 1995
}

% Another early article on Bethe tree approximation
% for parameter estimation; also called pairwise association method

@Article{ Tanaka95,
	TITLE = "Cluster variation method and image restoration problem",
	AUTHOR = "K. Tanaka and T. Morita",
	JOURNAL = "Physics Letters A",
	VOLUME = 203,
	PAGES = "122--128",
	YEAR = 1995
}

% Point out correspondence between BP and Bethe approximation

@Article{ Kabashima98,
	TITLE = "Belief propagation vs. {TAP} for decoding corrupted messages",
	AUTHOR = "Y. Kabashima and D. Saad",
	JOURNAL = "Euro. Phys. Let.",
	VOLUME = 44,
	PAGES = "668",
	YEAR = 1998
}

% Shows that fixed pts of BP are gradient pts of Bethe free energy
% Develops other algorithms based on Kikuchi approximations

@InProceedings{ Yedidia01,
	author = "J. S. Yedidia and W. T. Freeman and Y. Weiss",
	title = "Generalized belief propagation",
	booktitle = "NIPS 13",
	pages = "689--695",
	year = "2001",
	publisher = "MIT Press"
}

%TECHREPORT{Yedidia02,
%  TITLE = ``Understanding belief propagation and its generalizations'',
%  AUTHOR = ``J. S. Yedidia and W. T. Freeman and Y. Weiss'',
%  INSTITUTION = ``Mitsubishi Electric Research Labs'',
%  NUMBER = ``TR2001-22'',
%  MONTH = ``January'',
%  YEAR = 2002
%}

@Article{ Kikuchi51,
	author = "R. Kikuchi",
	title = "The theory of cooperative phenomena",
	journal = "Physical Review",
	year = 1951,
	volume = 81,
	pages = "988--1003"
}

% Shows that Ford-Fulkerson mincut/maxflow framework can be used to perform
% exact MAP estimation of binary fields;  extension to m-state (m>2) problems
% seems impossible; comparison to simulated annealing under practicable cooling
% schedules reveals poor performance of annealing

@Article{ Greig89,
	TITLE = "Exact maximum a posteriori estimation for binary images",
	AUTHOR = "D. M. Greig and B. T. Porteous and A. H. Seheuly",
	JOURNAL = "Journal of the Royal Statistical Society B",
	VOLUME = 51,
	PAGES = "271--279",
	YEAR = 1989
}

% Article on Shafer-Shenoy formalism for propagation

@Article{ Shafer90,
	author = "G. R. Shafer and P. P. Shenoy",
	title = "Probability propagation",
	journal = "Annals of Mathematics and Artificial Intelligence",
	year = 1990,
	volume = 2,
	pages = "327--352"
}

%%%%  ------ BASICS OF GRAPHICAL MODELS; VARIATIONAL METHODS --------%%%%

% Very helpful introduction to variational methods applied to graphical models

@InCollection{ Jordan99,
	author = "M. Jordan and Z. Ghahramani and T. S. Jaakkola and L. Saul",
	booktitle = "Learning in graphical models",
	title = "An introduction to variational methods for graphical models",
	publisher = "MIT Press",
	pages = "105--161",
	year = 1999
}

% Helpful intro. to sampling

@InCollection{ MacKay_sample,
	author = "D. J. C. Mac{K}ay",
	booktitle = "Learning in graphical models",
	title = "Introduction to {M}onte {C}arlo methods",
	publisher = "MIT Press",
	pages = "175--204",
	year = 1999
}

@Article{ Kullback66,
	TITLE = "A note on minimum discrimination information",
	AUTHOR = "S. Kullback and M. A. Khairat",
	JOURNAL = "Annals Math. Statistics",
	VOLUME = 37,
	PAGES = "279--280",
	YEAR = 1966
}

@Article{ Kullback51,
	TITLE = "On information and sufficiency",
	AUTHOR = "S. Kullback and R. A. Leibler",
	JOURNAL = "Annals Math. Statistics",
	VOLUME = 22,
	PAGES = "76--89",
	YEAR = 1951
}

% General class of alternating minimization algorithms

@InCollection{ OSullivan98,
	author = "J. A. O'Sullivan",
	title = "Alternating minimization algorithms: from {B}lahut-{A}rimoto to {E}xpectation-{M}aximization",
	booktitle = "Codes, curves, and signals: {C}ommon threads in communications",
	publisher = "Kluwer Academic Press",
	pages = "173--192",
	editor = "A. Vardy",
	year = 1998
}

% Introduction to variational methods by Tommi

@InCollection{ Jaakkola01,
	AUTHOR = "T. S. Jaakkola",
	BOOKTITLE = "Advanced mean field methods: Theory and practice",
	TITLE = "Tutorial on variational approximation methods",
	PUBLISHER = "MIT Press",
	EDITOR = "M. Opper and D. Saad",
	PAGES = "129--160",
	YEAR = 2001
}

@InCollection{ Opper01tap,
	AUTHOR = "M. Opper and D. Saad",
	TITLE = "Adaptive {TAP} equations",
	BOOKTITLE = "Advanced mean field methods: Theory and practice",
	PUBLISHER = "MIT Press",
	EDITOR = "M. Opper and D. Saad",
	PAGES = "85--98",
	YEAR = 2001
}

% Jonathan view of mean field and extensions

@InCollection{ Yedidia01mf,
	AUTHOR = "J. Yedidia",
	TITLE = "An idiosyncratic journey beyond mean field theory",
	BOOKTITLE = "Advanced mean field methods: Theory and practice",
	PUBLISHER = "MIT Press",
	EDITOR = "M. Opper and D. Saad",
	PAGES = "21--36",
	YEAR = 2001
}

% Nice paper on polyhedral sets arising in combinatorial optimization
% In a useful collection of papers on optimization theory

@InCollection{ Pulleyblank83,
	AUTHOR = "W. R. Pulleyblank",
	BOOKTITLE = "Mathematical programming: the state of the art",
	TITLE = "Polyhedral combinatorics",
	PUBLISHER = "Springer-Verlag",
	EDITOR = "A. Bachem and M. Gr{\"o}tschel and B. Korte",
	PAGES = "312--345",
	YEAR = 1983
}

% Nice paper on submodular functions
% In a useful collection of papers on optimization theory

@InCollection{ Lovasz83,
	AUTHOR = "L. Lov{\'a}sz",
	BOOKTITLE = "Mathematical programming: the state of the art",
	TITLE = "Submodular functions and convexity",
	PUBLISHER = "Springer-Verlag",
	EDITOR = "A. Bachem and M. Gr{\"o}tschel and B. Korte",
	PAGES = "235--257",
	YEAR = 1983
}

% Technical report with some background on undirected/directed graphs,
% inference in HMMs etc.

@TechReport{ Smyth96,
	TITLE = "Probabilistic independence networks for hidden {M}arkov probability models",
	AUTHOR = "D. Heckerman {P. Smyth} and M. Jordan",
	INSTITUTION = "MIT, Artificial Intelligence Laboratory",
	NUMBER = 1565,
	MONTH = "February",
	YEAR = 1996,
	NOTE = "Available at \texttt{http://www.ai.mit.edu/pubs.html}"
}

% Develop structured mean field decimatable Boltzmann machines and
% tractable belief networks

@InProceedings{ Barber99a,
	author = "D. Barber and W. Wiegerinck",
	title = "Tractable variational structures for approximating graphical models",
	booktitle = "NIPS 11",
	year = 1999,
	publisher = "{MIT} Press"
}

% Develops structured mean fields for embedded cluster trees

@InProceedings{ Wiegerinck00,
	author = "W. Wiegerinck",
	title = "Variational approximations between mean field theory and the junction tree algorithm",
	booktitle = "UAI 2000",
	ADDRESS = "San Francisco, CA",
	year = 2000,
	publisher = "{M}organ {K}aufmann Publishers"
}

% Article described structured mean field applied to quadratic potential
% coupled HMMs (Ising models)

@InProceedings{ Saul96,
	author = "L. K. Saul and M.I. Jordan",
	title = "Exploiting Tractable Substructures in Intractable Networks",
	pages = "486--492",
	booktitle = "NIPS 8",
	year = 1996,
	publisher = "{MIT} Press"
}

% Derives odd order (first, third, fifth) lower bounds on
% log partition functions

@InProceedings{ Leisink01,
	author = "M.A.R. Leisink and H.J. Kappen",
	title = "A tighter bound for graphical models",
	booktitle = "NIPS 13",
	pages = "266--272",
	year = "2001",
	publisher = "MIT Press"
}

%%%editor    = {S.A.~Solla and T.K.~Leen and K.-R.~M{\"u}ller},

% Article analyzing geometry and structure of turbo coding dynamics

@Article{ Richardson00,
	TITLE = "The Geometry of Turbo-Decoding Dynamics",
	AUTHOR = "T. Richardson",
	JOURNAL = it,
	VOLUME = 46,
	NUMBER = 1,
	MONTH = "January",
	PAGES = "9--23",
	YEAR = 2000
}

% Seminal paper on inference via junction tree

@Article{ Lauritzen88,
	TITLE = "Local computations with probabilities on graphical structures and their application to expert systems (with discussion)",
	AUTHOR = "S. L. Lauritzen and D. J. Spiegelhalter",
	JOURNAL = "Journal of the Royal Statistical Society B",
	VOLUME = 50,
	MONTH = "January",
	PAGES = "155--224",
	YEAR = 1988
}

% Global conditioning less efficient that junction tree
% FIX THIS REFERENCE

@Article{ Schapire98,
	TITLE = "Global less efficient than junction tree",
	AUTHOR = "G. Schapire",
	JOURNAL = "Uncertainty in Artificial Intelligence",
	VOLUME = 46,
	NUMBER = 1,
	MONTH = "June",
	PAGES = "9",
	YEAR = 1998
}

% Neal paper; reference to sigmoid belief networks

@Article{ Neal92,
	TITLE = "Connectionist learning of belief networks",
	AUTHOR = "R. Neal",
	JOURNAL = "Artificial intelligence",
	VOLUME = 56,
	PAGES = "71--113",
	YEAR = 1992
}

@Article{ Ghahramani97,
	TITLE = "Factorial hidden {M}arkov models",
	AUTHOR = "Z. Ghahramani and M. Jordan",
	JOURNAL = "Machine Learning",
	VOLUME = 29,
	PAGES = "245--273",
	YEAR = 1997
}

%

@Article{ Barber99b,
	TITLE = "Variational cumulant expansions for intractable distributions",
	AUTHOR = "D. Barber and Pierre {van der Laar}",
	JOURNAL = "Journal of Artificial Intelligence Research",
	VOLUME = 10,
	PAGES = "435--455",
	YEAR = 1999
}

@Article{ Jaakkola99a,
	TITLE = "Variational probabilistic inference and the {QMR-DT} network",
	AUTHOR = "T. S. Jaakkola and M. Jordan",
	JOURNAL = "Journal of Artificial Intelligence Research",
	VOLUME = 10,
	PAGES = "291--322",
	YEAR = 1999
}

@TechReport{ Jaakkola99b,
	TITLE = "Maximum entropy discrimination",
	AUTHOR = "T. S. Jaakkola and M. Meila and T. Jebara",
	INSTITUTION = "Massachusetts Institute of Technology",
	NUMBER = "AITR-1668",
	YEAR = 1999
}

%%NOTE = ``Available at {\texttt {http://www.ai.mit.edu/people/tommi}}''

@TechReport{ Minka04,
	TITLE = "Power EP",
	AUTHOR = "T. Minka",
	INSTITUTION = "Carnegie Mellon University, Department of Statistics",
	YEAR = 2004
}

% Very helpful introduction to variational methods applied to graphical models

@InCollection{ Jaakkola98,
	author = "T. S. Jaakkola and M. Jordan",
	booktitle = "Learning in graphical models",
	title = "Improving the mean field approximation via the use of mixture distributions",
	publisher = "MIT Press",
	editor = "M. Jordan",
	pages = "105--161",
	year = 1999
}

@PhDThesis{ Jaakkola_phd,
	TITLE = "Variational methods for inference and estimation in graphical models",
	AUTHOR = "T. S. Jaakkola",
	SCHOOL = "Massachusetts Institute of Technology",
	YEAR = 1997
}

@InProceedings{ Karger01,
	AUTHOR = "D. Karger and N. Srebro",
	TITLE = "Learning {M}arkov networks: maximum bounded tree-width graphs",
	BOOKTITLE = "Symposium on {D}iscrete {A}lgorithms",
	PAGES = "392--401",
	YEAR = "2001"
}


@InProceedings{ Jaakkola96b,
	author = "T. S. Jaakkola and M. Jordan",
	title = "Computing upper and lower bounds on likelihoods in intractable networks",
	BOOKTITLE = "UAI",
	pages = "340--348",
	year = 1996
}

%%PUBLISHER     = ``Morgan Kaufmann'',

%ADDRESS       = ``San Francisco, CA'',

%%%  ======================================================================
%%  BASICS
%%% ==========================================================================

% Historical summary of the Hammersley-Clifford theorem, including
% simultaneous developments; alternative proofs etc.

@InCollection{ Clifford90,
	author = "P. Clifford",
	title = "Markov random fields in statistics",
	booktitle = "Disorder in physical systems",
	publisher = "Oxford Science Publications",
	year = 1990,
	editor = "G.R. Grimmett and D. J. A. Welsh"
}

% Elegant proof via Moebius inversion lemma of Hammersley-Clifford

@Article{ Grimmett73,
	author = "G. R. Grimmett",
	title = "A theorem about random fields",
	journal = "Bulletin of the London Mathematical Society",
	year = 1973,
	volume = 5,
	pages = "81--84"
}

% Original Ising paper

@Article{ Ising25,
	AUTHOR = "E. Ising",
	TITLE = "Beitrag zur Theorie der Ferromagnetismus",
	JOURNAL = "Zeitschrift f{\"u}r Physik",
	YEAR = 1925,
	volume = 31,
	pages = "253--258"
}

% ============================================================================
% PAPERS ON MARKOV CHAIN MONTE CARLO AND RELATED TOPICS
% ===============================================================================

% On MCMC methods and their application to Bayesian problems

@Article{ Smith93,
	TITLE = "Bayesian computation via the {G}ibbs sampler and related {M}arkov chain {M}onte {C}arlo methods",
	AUTHOR = "A. F. M. Smith and G. O. Roberts",
	JOURNAL = jroyalstat,
	VOLUME = 55,
	NUMBER = 1,
	PAGES = "3--23",
	YEAR = 1993
}

% Original Swendsen-Wang paper:

@Article{ Swendsen87,
	TITLE = "Nonuniversal critical dynamics in {M}onte {C}arlo simulations",
	AUTHOR = "R. H. Swendsen and J. Wang",
	JOURNAL = "Physical Review Letters",
	VOLUME = 58,
	NUMBER = 2,
	PAGES = "86--88",
	YEAR = 1987
}

@Article{ Chow68,
	TITLE = "Approximating discrete probability distributions with dependence trees",
	AUTHOR = "C. K. Chow and C. N. Liu",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "IT-14",
	PAGES = "462--467",
	YEAR = 1968
}

% Clear explanation of auxiliary variable methods

@Article{ Edwards88,
	TITLE = "Generalization of the {F}ortuin-{K}astelyn-{S}wendsen-{W}ang representation and {M}onte {C}arlo algorithm",
	AUTHOR = "R. G. Edwards and A. D. Sokal",
	JOURNAL = "Physical Review D",
	VOLUME = 38,
	PAGES = "2009--2012",
	YEAR = 1988
}

@Article{ Besag74,
	AUTHOR = "J. Besag",
	TITLE = "Spatial interaction and the statistical analysis of lattice systems",
	JOURNAL = "J. Roy. Stat. Soc. Series B",
	YEAR = "1974",
	VOLUME = "36",
	PAGES = "192--236"
}

% Solid article on MCMC and Bayesian computation

@Article{ Besag93,
	TITLE = "Spatial statistics and {B}ayesian computation",
	AUTHOR = "J. Besag and P. J. Green",
	JOURNAL = jroyalstat,
	VOLUME = 55,
	NUMBER = 1,
	PAGES = "25--37",
	YEAR = 1993
}

% More theoretical overview of MCMC

@Article{ Tierney94,
	TITLE = "Markov chains for exploring posterior distributions",
	AUTHOR = "L. Tierney",
	JOURNAL = "Annals of Statistics",
	VOLUME = 2,
	NUMBER = 4,
	PAGES = "1701--1728",
	YEAR = 1994
}

% Original Metropolis algorithm

@Article{ Metropolis53,
	TITLE = "Equations of state calculations by fast computing machines",
	AUTHOR = "N. Metropolis and A. W. Rosenbluth and M. N. Rosenbluth and A. H. Teller and E. Teller",
	JOURNAL = "J. Chem. Phys.",
	VOLUME = 21,
	PAGES = "1087--1091",
	YEAR = 1953
}

% Generalized version of the original Metropolis algorithm

@Article{ Hastings70,
	TITLE = "{M}onte {C}arlo sampling methods using {M}arkov chains and their applications",
	AUTHOR = "W. K. Hastings",
	JOURNAL = "Biomnetrika",
	VOLUME = 57,
	PAGES = "97--109",
	YEAR = 1970
}

% A lot of clever bounds for Markov chain eigenvalues based on graph
% theory and path following; better than usual Cheeger-type bounds
% from spectral graph theory

@Article{ Diaconis91,
	TITLE = "Geometric bounds for eigenvalues of {M}arkov chains",
	AUTHOR = "P. Diaconis and D. Stroock",
	JOURNAL = "Ann. Applied Probability",
	VOLUME = 1,
	PAGES = "36--61",
	YEAR = 1991
}

@Article{ Ingrassia94,
	TITLE = "On the rate of convergence of the {M}etropolis algorithm and {G}ibbs sampler by geometric bounds",
	AUTHOR = "S. Ingrassia",
	JOURNAL = "Ann. Applied Probability",
	VOLUME = 4,
	PAGES = "347--389",
	YEAR = 1994
}

@Article{ Frigressi93,
	TITLE = "Convergence rates of the {G}ibbs sampler, the {M}etropolis algorithm and other single-site updating dynamics",
	AUTHOR = "A. Frigressi and P. Stefano and C. Hwang and S. Sheu",
	JOURNAL = jroyalstat,
	VOLUME = 55,
	PAGES = "205--219",
	YEAR = 1993
}

@Article{ Frigressi92,
	TITLE = "Optimal spectral structure of reversible stochastic matrices, {M}onte {C}arlo methods and the simulation of {M}arkov random fields",
	AUTHOR = "A. Frigressi and C. Hwang and L. Younes",
	JOURNAL = "Ann. Applied Prob.",
	VOLUME = 2,
	PAGES = "610--628",
	YEAR = 1992
}

% Very early work on spectral graph theory

@Article{ Fiedler75,
	TITLE = "A property of eigenvectors of nonnegative symmetric matrices and its application to graph theory",
	AUTHOR = "M. Fiedler",
	JOURNAL = "Czechoslovak Mathematical Journal",
	VOLUME = 25,
	PAGES = "619--633",
	YEAR = 1975
}

% Some work involving graph embeddings; clever solution to approximation of
% the permanent;
% Permanent is same as determinant, but without flipping signs depending
% on sign of the permutation

@Article{ Jerrum89,
	TITLE = "Approximating the permanent",
	AUTHOR = "M. Jerrum and A. Sinclair",
	JOURNAL = "{SIAM} Journal on Computing",
	VOLUME = 18,
	PAGES = "1149--1178",
	YEAR = 1989
}

@Article{ Sinclair92,
	TITLE = "Improved bounds for mixing rates of {M}arkov chains and multicommodity flow",
	AUTHOR = "A. Sinclair",
	JOURNAL = "Combinatorics, Probability and Computing",
	VOLUME = 1,
	PAGES = "351--370",
	YEAR = 1992
}

% Very helpful article on properties of graph-structured Gaussian
% Markov distributions

@Article{ Speed86,
	TITLE = "{G}aussian {M}arkov distributions over finite graphs",
	AUTHOR = "T. P. Speed and H. T. Kiiveri",
	JOURNAL = "Annals of Statistics",
	PAGES = "138--150",
	MONTH = "March",
	VOLUME = 14,
	NUMBER = 1,
	YEAR = 1986
}

@Article{ Dawid79,
	TITLE = "Conditional independence in statistical theory (with discussion)",
	AUTHOR = "A. P. Dawid",
	JOURNAL = "Journal of the Royal Statistical Society, Series B",
	VOLUME = "41",
	PAGES = "1--31",
	YEAR = 1979
}

@Article{ Dawid92,
	TITLE = "Applications of a general propagation algorithm for probabilistic expert systems",
	AUTHOR = "A. P. Dawid",
	JOURNAL = "Statistics and Computing",
	VOLUME = "2",
	PAGES = "25--36",
	YEAR = 1992
}

@Article{ Nilsson98,
	TITLE = "An efficient algorithm for finding the {M} most probable configurations in a probabilistic expert system",
	AUTHOR = "D. Nilsson",
	JOURNAL = "Statistics and Computing",
	VOLUME = "8",
	PAGES = "159--173",
	YEAR = 1998
}

% Helpful overview article on multigrid Monte Carlo by Sokal's group
% Shows how convergence of MC methods for Gaussians are intimately related
% to associated numerical linear algebra methods for computing means

@Article{ Goodman89,
	TITLE = "Multigrid {M}onte {C}arlo method: conceptual foundations",
	AUTHOR = "J. Goodman and A. D. Sokal",
	JOURNAL = "Physical Review D",
	VOLUME = 40,
	NUMBER = 6,
	PAGES = "2035--2071",
	YEAR = 1989
}

% Interesting combination of multigrid with auxiliary variable method 
% by Brandt's group

@Article{ Kandel89,
	TITLE = "Simulations without critical slowing down: {I}sing and three-state {P}otts models",
	AUTHOR = "D. Kandel and E. Domany and A. Brandt",
	JOURNAL = "Physical Review B",
	VOLUME = 40,
	NUMBER = 1,
	PAGES = "330--344",
	YEAR = 1989
}

% Standard reference on coupling etc

@InCollection{ Aldous81,
	AUTHOR = "D. Aldous",
	TITLE = "Random walks on finite groups and rapidly mixing {M}arkov chains",
	BOOKTITLE = "Seminaire de Probabilites {XVII}",
	EDITOR = "A. Dold and B. Eckmann",
	VOLUME = 986,
	PUBLISHER = "Springer Verlag Lecture Notes in Mathematics",
	PAGES = "243--297",
	YEAR = 1981
}

% Useful chapter on bounding mixing times of Markov chains; 
% primarily application % to counting and combinatorial problems

@InCollection{ Jerrum96,
	AUTHOR = "M. Jerrum and A. Sinclair",
	TITLE = "The {M}arkov chain {M}onte {C}arlo method: an approach to approximate counting and integration",
	BOOKTITLE = "Approximation algorithms for {NP}-hard problems",
	EDITOR = "D. Hochbaum",
	PUBLISHER = "PWS Publishing",
	ADDRESS = "Boston",
	YEAR = 1996
}

% Provides fully-randomized polynomial time algorithm for approximating
% the partition function in ferromagnetic Ising models; Monte Carlo method
% using rapidly-mixing Markov chain in the subworlds domain (Markov chain
% defined on the space of all possible subgraphs)

@Article{ Jerrum93,
	TITLE = "Polynomial-time approximation algorithms for the {I}sing model",
	AUTHOR = "M. Jerrum and A. Sinclair",
	JOURNAL = "{SIAM} Journal Comput.",
	VOLUME = 22,
	PAGES = "1087--1116",
	YEAR = 1993
}

%===============================================================
PAPERS ON MEAN-FIELD, TAP EXPANSIONS ETC.  (Warning: Physicky)
%===============================================================

% Original TAP (acronym for authors' names) article (extension to mean field)

@Article{ Thouless77,
	TITLE = "Unknown: check original",
	AUTHOR = "D. J. Thouless and P. W. Anderson and R. G. Palmer",
	JOURNAL = "Phil. Mag.",
	VOLUME = 35,
	PAGES = "593",
	YEAR = 1977
}

% Early article showing that G_{TAP} could be derived from a
% Taylor expansion

@Article{ Plefka82,
	TITLE = "Convergence condition of the {TAP} equation for the infinite-ranged {I}sing model",
	AUTHOR = "T. Plefka",
	JOURNAL = "Journal of Physics A",
	VOLUME = 15,
	NUMBER = 6,
	PAGES = "1971--1978",
	YEAR = 1982
}

@Article{ Georges91,
	TITLE = "How to expand around mean-field theory using high-temperature expansions",
	AUTHOR = "A. Georges and J. Yedidia",
	JOURNAL = "Journal of Physics A",
	PAGES = "2173--2192",
	YEAR = 1991
}

@Article{ Parisi95,
	TITLE = "Mean-field equations for spin models with orthogonal interaction matrices",
	AUTHOR = "G. Parisi and M. Potters",
	JOURNAL = "Journal of Physics A",
	PAGES = "5267--5285",
	YEAR = 1995
}

% Proposes practical TAP scheme for decoding LDGMs with check degre=2, variable
% bit degree

@Article{ Murayama04,
	TITLE = "{T}houless-{A}nderson-{P}almer approach for lossy compression",
	AUTHOR = "T. Murayama",
	JOURNAL = "Physical Review E",
	VOLUME = 69,
	PAGES = "035105(1)--035105(4)",
	YEAR = 2004
}

@Misc{ Mezard05,
	AUTHOR = "M. M{\'e}zard",
	NOTE = "Personal communication, Sante Fe Coding Workshop",
	MONTH = "January",
	YEAR = 2005
}

@Misc{ Sal07,
	AUTHOR = "V. Saligrama",
	NOTE = "Personal communication",
	MONTH = "April",
	YEAR = 2007
}

@Misc{ WeiRam07,
	AUTHOR = "W. Wang and K. Ramchandran",
	NOTE = "Personal communication",
	MONTH = "June",
	YEAR = 2007
}

@Misc{ Weiss05,
	AUTHOR = "Y. Weiss",
	NOTE = "Workshop talk at Mathematical Sciences Research Institute",
	LOCATION = "Berkeley, CA",
	MONTH = "March",
	YEAR = 2005
}

% Replica analysis of Slepian-Wolf

@Article{ Murayama02,
	TITLE = "Statistical mechanics of the data compression theorem",
	AUTHOR = "T. Murayama",
	JOURNAL = "J. Phys. A: Math. Gen.",
	VOLUME = 35,
	PAGES = "L95--L100",
	YEAR = 2002
}

% 1step RSB for lossy Ber(0.5) data compression;

@Article{ Murayama03,
	TITLE = "One step {R}{S}{B} scheme for the rate distortion function",
	AUTHOR = "T. Murayama and M. Okada",
	JOURNAL = "J. Phys. A: Math. Gen.",
	VOLUME = 65,
	PAGES = "11123--11130",
	YEAR = 2003
}

@Article{ Berlekamp78,
	TITLE = "On the inherent intractability of certain coding problems",
	AUTHOR = "E. Berlekamp and R. McEliece and H. {van Tilborg}",
	JOURNAL = "IEEE Trans. Info. Theory",
	PAGES = "384--386",
	YEAR = 1978
}

% Overview of distributed source coding problems

@Article{ Xiong04,
	TITLE = "Distributed source coding for sensor networks",
	AUTHOR = "Z. Xiong and A. Liveris and S. Cheng",
	JOURNAL = "IEEE Signal Processing Magazine",
	PAGES = "80--94",
	VOLUME = "21",
	NUMBER = 5,
	YEAR = 2004
}

@Article{ Liu06,
	TITLE = "Slepian-{W}olf coded nested lattice quantization for {W}yner-{Z}iv coding: {H}igh-rate performance analysis and code design",
	AUTHOR = "Z. Liu and Z. Xiong and A. Liveris and S. Cheng",
	JOURNAL = "IEEE Trans. Info. Theory",
	PAGES = "4358--4379",
	VOLUME = 52,
	NUMBER = 10,
	YEAR = 2006
}

% Doping technique for BP for lossless compression
% Burrows-Wheeler for memory in source

@InProceedings{ Caire03,
	AUTHOR = "G. Caire and S. Shamai and S. Verdu",
	TITLE = "A new data compression algorithm for sources with memory based on error-correcting codes",
	BOOKTITLE = "Information Theory Workshop",
	ADDRESS = "Paris, France",
	YEAR = "2003",
	PAGES = "291--295"
}

@InProceedings{ Kappen97,
	author = "H. J. Kappen and F. B. Rodriguez",
	title = "Boltzmann machine learning using mean field theory and linear response correction",
	booktitle = "NIPS 10",
	pages = "280--286",
	year = 1998,
	publisher = "MIT Press"
}

@InProceedings{ Darwiche00,
	AUTHOR = "A. Darwiche",
	TITLE = "A differential approach to inference in {B}ayesian networks",
	BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)",
	PUBLISHER = "Morgan Kaufmann Publishers",
	ADDRESS = "San Francisco, CA",
	YEAR = "2000",
	PAGES = "123--132"
}

%% ==============================================================================
%% I-divergence; successive projection techniques etc.
%% =============================================================================

@Article{ Bregman67a,
	author = "L. M. Bregman",
	title = "The relaxation method for finding the common point of convex sets and its application to the solution of problems in convex programming",
	journal = "USSR Computational Mathematics and Mathematical Physics",
	year = 1967,
	volume = 7,
	pages = "191--204"
}

@Article{ Dykstra85,
	author = "R. L. Dykstra",
	title = "An Iterative Procedure for Obtaining I-Projections onto the Intersection of Convex Sets",
	journal = "Annals of Probability",
	year = 1985,
	volume = 13,
	number = 3,
	pages = "975--984"
}

@Article{ Goodman70,
	TITLE = "The multivariate analysis of qualitative data: {I}nteraction among multiple classifications",
	AUTHOR = "J. Goodman",
	JOURNAL = "Journal of the American Statistical Association",
	PAGES = "226--256",
	VOLUME = 65,
	YEAR = 1970
}

@Article{ Darroch74,
	TITLE = "Multiplicative and additive interaction in contingency tables",
	AUTHOR = "J. Darroch",
	JOURNAL = "Biometrika",
	PAGES = "207--214",
	VOLUME = 61,
	NUMBER = 2,
	YEAR = 1974
}

@Article{ Darroch80,
	TITLE = "Markov fields and log-linear interaction models for contingency tables",
	AUTHOR = "J. Darroch and S. Lauritzen and T. Speed",
	JOURNAL = "Annals of Statistics",
	PAGES = "522--539",
	VOLUME = 8,
	NUMBER = 3,
	YEAR = 1980
}

@Article{ Darroch72,
	author = "J. N. Darroch and D. Ratcliff",
	title = "Generalized iterative scaling for log-linear models",
	journal = "Annals of Mathematical Statistics",
	year = 1972,
	volume = 43,
	pages = "1470--1480"
}

@Article{ Csiszar89,
	author = "I. \csiss",
	title = "A Geometric Interpretation of {D}arroch and {R}atcliff's Generalized Iterative Scaling",
	journal = "Annals of Statistics",
	year = 1989,
	volume = 17,
	number = 3,
	month = "Sep.",
	pages = "1409--1413"
}

@Article{ Csiszar84a,
	author = "I. \csiss",
	title = "Sanov Property, Generalized {I}-Projection and a Conditional Limit Theorem",
	journal = "Annals of Probability",
	year = 1984,
	volume = 12,
	number = 3,
	month = "Aug.",
	pages = "768--793"
}

% Original Csiszar work on EM and information geometry

@InCollection{ Csiszar84b,
	AUTHOR = "I. \csis and G. Tusn{\'a}dy",
	EDITOR = "E. J. Dudewisc {et al.}",
	TITLE = "Information geometry and alternating minimization procedures",
	BOOKTITLE = "Recent results in estimation theory and related topics",
	PUBLISHER = "Unknown",
	YEAR = "1984"
}

@Article{ Csiszar75,
	author = "I. Csiszar",
	title = "I-Divergence Geometry of Probability Distributions and Minimization Problems",
	journal = "Annals of Probability,",
	year = 1975,
	volume = 3,
	number = 1,
	month = "Feb.",
	pages = "146--158"
}

%%=================================================================================
%%   Stochastic realization; matrix completion etc
%% =================================================================================

@Article{ Kannan00,
	TITLE = "ML parameter estimation of a multiscale stochastic process using the EM algorithm",
	AUTHOR = "A. Kannan {et al.}",
	JOURNAL = "IEEE Trans. on Signal Processing",
	PAGES = "1836--1840",
	YEAR = 2000
}

@InCollection{ Lundquist91,
	TITLE = "Linearly constrained positive definite completions",
	AUTHOR = "M. E. Lundquist and C. R. Johnson",
	BOOKTITLE = "Linear algebra and its applications",
	PUBLISHER = "Elsevier Science",
	YEAR = 1991
}

@InProceedings{ Johnson80,
	AUTHOR = "C. R. Johnson",
	TITLE = "Matrix completion problems: a survey",
	BOOKTITLE = "Proceedings of the Symposia in Applied Mathematics",
	VOLUME = 40,
	YEAR = 1980
}

%%% ================================================================ %%%%%%%%%%%%

@Article{ Amari92,
	author = "S. Amari and K. Kurata and H. Nagaoka",
	title = "Information geometry of {B}oltzmann machines",
	journal = "IEEE Trans. on Neural Networks",
	year = 1992,
	volume = 3,
	number = 2,
	pages = "260--271"
}

@Article{ Potamianos97,
	author = "G. Potamianos and J. Goutsias",
	title = "Stochastic approximation algorithms for partition function estimation of {G}ibbs random fields",
	journal = it,
	year = 1997,
	volume = 43,
	number = 6,
	pages = "1948--1965",
	month = "November"
}

@Article{ Potamianos93,
	author = "G. Potamianos and J. Goutsias",
	title = "Partition function estimation of {G}ibbs random field images using {M}onte {C}arlo simulations",
	journal = it,
	year = 1993,
	volume = 39,
	number = 4,
	pages = "1322--1332",
	month = "July"
}

%% Articles on matroids and related topics

% Very oddly written algorithm on general properties of matroids
% and the greedy algorithm; not the best for learning the material

@Article{ Edmonds71,
	TITLE = "Matroids and the greedy algorithm",
	AUTHOR = "J. Edmonds",
	JOURNAL = "Mathematical Programming",
	VOLUME = "1",
	PAGES = "127--136",
	YEAR = 1971
}

% Presents alternative characterization of spanning tree polytope
% Distinct from standard matroid-theoretic characterization

@Article{ Chopra89,
	TITLE = "On the spanning tree polyhedron",
	AUTHOR = "S. Chopra",
	JOURNAL = "Operations Research Letters",
	VOLUME = "8",
	PAGES = "25--29",
	YEAR = 1989
}

% Survey article on treewidth

@Article{ Bodlaender93,
	TITLE = " A tourist guide through treewidth",
	AUTHOR = "H. Bodlaender",
	JOURNAL = "Acta Cybernetica",
	VOLUME = "11",
	PAGES = "1--21",
	YEAR = 1993
}

% Survey article on treewidth

@Article{ Bodlaender98,
	TITLE = "A partial k-arboretum of graphs with bounded treewidth",
	AUTHOR = "H. Bodlaender",
	JOURNAL = "Theoretical Computer Science",
	VOLUME = "209",
	PAGES = "1--45",
	YEAR = 1998
}

@Article{ Rabiner89,
	TITLE = "A tutorial on hidden {M}arkov models and selected applications in speech recognition",
	AUTHOR = "L. R. Rabiner",
	JOURNAL = "Proceedings of the {IEEE}",
	VOLUME = "77",
	NUMBER = "2",
	MONTH = "February",
	PAGES = "257--285",
	YEAR = 1989
}

@MastersThesis{ Sudderth02,
	AUTHOR = "E. Sudderth",
	TITLE = "Embedded trees: estimation of {G}aussian processes on graphs with cycles",
	DEPARTMENT = "Laboratory for Information and Decision Systems",
	SCHOOL = "Massachusetts Institute of Technology",
	MONTH = "January",
	YEAR = "2002"
}

@MastersThesis{ Filler07,
	AUTHOR = "T. Filler",
	TITLE = "Minimizing embedding impact in steganography using low density codes",
	DEPARTMENT = "Department of Electrical and Computer Engineering",
	SCHOOL = "SUNY Binghamton",
	MONTH = "July",
	YEAR = "2007"
}

@MastersThesis{ Srebro00,
	AUTHOR = "N. Srebro",
	TITLE = "Maximum likelihood {M}arkov networks: an algorithmic approach",
	DEPARTMENT = "Laboratory for Computer Science",
	SCHOOL = "MIT",
	MONTH = "October",
	YEAR = "2000"
}

%%%%%%%%%%%%%

@Article{ Zhang96,
	AUTHOR = "J. Zhang",
	TITLE = "The Application of the {G}ibbs-{B}ogoliubov-{F}eynman Inequality in Mean-Field Calculations for {M}arkov Random-Fields",
	JOURNAL = "IEEE Trans. on Image Processing",
	VOLUME = "5",
	YEAR = "1996",
	NUMBER = "7",
	MONTH = "July",
	PAGES = "1208--1214"
}

@Article{ Woods78,
	AUTHOR = "J.W. Woods",
	TITLE = "Markov Image Modeling",
	JOURNAL = "IEEE Transactions on Automatic Control",
	VOLUME = "23",
	YEAR = "1978",
	MONTH = "October",
	PAGES = "846--850"
}

@Article{ Kashyap83,
	AUTHOR = "R.L. Kashyap and R. Chellappa",
	TITLE = "Estimation and Choice of Neighbors in Spatial Interaction Models of Images",
	JOURNAL = "IT",
	VOLUME = "29",
	YEAR = "1983",
	NUMBER = "1",
	MONTH = "January",
	PAGES = "60--72"
}

@Article{ Kashyap80,
	AUTHOR = "R.L. Kashyap",
	TITLE = "Random Field Models of Images",
	JOURNAL = "CGIP",
	VOLUME = "12",
	YEAR = "1980",
	NUMBER = "3",
	MONTH = "March",
	PAGES = "257--270"
}

@InProceedings{ Hassner78,
	AUTHOR = "M. Hassner and J. Sklansky",
	TITLE = "Markov Random Field Models of Digitized Image Texture",
	BOOKTITLE = "ICPR78",
	YEAR = "1978",
	PAGES = "538--540"
}

@Article{ Richardson01a,
	TITLE = "The capacity of low-density parity check codes under message-passing decoding",
	AUTHOR = "T. Richardson and R. Urbanke",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "47",
	PAGES = "599--618",
	MONTH = "February",
	YEAR = 2001
}

@Article{ Richardson01b,
	TITLE = "Design of capacity-approaching irregular low-density parity check codes",
	AUTHOR = "T. Richardson and A. Shokrollahi and R. Urbanke",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "47",
	PAGES = "619--637",
	MONTH = "February",
	YEAR = 2001
}

@Article{ Chung01,
	TITLE = "Analysis of sum-product decoding of low-density parity check codes using a {G}aussian approximation",
	AUTHOR = "S.Y. Chung and T. Richardson and R. Urbanke",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "47",
	PAGES = "657--670",
	MONTH = "February",
	YEAR = 2001
}

@Article{ Luby01,
	TITLE = "Improved low-density parity check codes using irregular graphs",
	AUTHOR = "M. Luby and M. Mitzenmacher and M. A. Shokrollahi and D. Spielman",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "47",
	PAGES = "585--598",
	MONTH = "February",
	YEAR = 2001
}

@Article{ Spielman96,
	TITLE = "Linear-time encodable error-correcting codes",
	AUTHOR = "D. Spielman",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "42",
	PAGES = "1723--1731",
	MONTH = "November",
	YEAR = 1996
}

% Bit-flipping algorithm for expander codes

@Article{ SipSpi96,
	TITLE = "Expander codes",
	AUTHOR = "M. Sipser and D. Spielman",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "42",
	PAGES = "1710--1722",
	MONTH = "November",
	YEAR = 1996
}

%%%%%%%%%%%%%%%%%%%%%
Linear-time encodable error-correcting codes``,

@InCollection{ Poljak95,
	TITLE = "The max-cut problem -- a survey",
	BOOKTITLE = "Special year on combinatorial optimization",
	AUTHOR = "S. Poljak and Z. Tuza",
	publisher = "DIMACS series in discrete mathematics and theoretical computer science",
	pages = "",
	year = 1995
}

@Article{ Goemans95,
	TITLE = "Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming",
	AUTHOR = "M. X. Goemans and D. P. Williamson",
	JOURNAL = "Journal of the ACM",
	VOLUME = "42",
	PAGES = "1115--1145",
	YEAR = 1995
}

@InCollection{ Allgower80,
	TITLE = "Homotopy methods for approximating several solutions to nonlinear systems of equations",
	BOOKTITLE = "Numerical solution of highly nonlinear problems",
	AUTHOR = "E.L. Allgower and K. Georg",
	publisher = "North-Holland",
	EDITOR = "W. Forster",
	pages = "253--270",
	year = 1980
}

% 

@TechReport{ Corduneanu01,
	TITLE = "Stable mixing of complete and incomplete information",
	AUTHOR = "A. Corduneanu and T. Jaakkola",
	INSTITUTION = "MIT Artificial Intelligence Lab",
	NUMBER = "AI-2001-030",
	YEAR = 2001,
	MONTH = "November"
}

%%% NUMERICAL LINEAR ALGEBRA STUFF

@Article{ Peaceman55,
	author = "D. W. Peaceman and Jr. H. H. Rachford",
	title = "The Numerical Solution of Parabolic and Elliptic Differential Equations",
	journal = "Journal of the SIAM",
	year = 1955,
	volume = 3,
	number = 1,
	month = "March",
	pages = "28--41"
}

@Article{ Birkhoff59,
	author = "G. Birkhoff and R. S. Varga",
	title = "Implicit Alternating Direction Methods",
	journal = "Transactions of the AMS",
	year = 1959,
	volume = 92,
	number = 1,
	month = jul,
	pages = "13--24"
}

@PhDThesis{ Gremban_phd,
	TITLE = "Combinatorial preconditioners for sparse, symmetric, diagonally dominant systems",
	AUTHOR = "K. D. Gremban",
	SCHOOL = "Carnegie Mellon University",
	DEPARTMENT = "Computer Science",
	YEAR = 1996,
	NOTE = "Available as Tech. Report CMU-CS-96-123"
}

@Unpublished{ Vaidya91,
	AUTHOR = "P.M. Vaidya",
	TITLE = "Solving linear equations with symmetric diagonally dominant matrices by constructing good preconditioners",
	YEAR = "1991",
	MONTH = "October",
	NOTE = "Unpublished manuscript; presented at IMA {W}orkshop on {G}raph {T}heory and {S}parse {M}atrix {C}omputation, Minneapolis"
}

@Unpublished{ Fridman02,
	AUTHOR = "A. Fridman",
	TITLE = "Topology-corrected belief revision in the {I}sing model",
	YEAR = "2002",
	MONTH = "April",
	NOTE = "Presented at Snowbird Learning workshop, Snowbird, UT"
}

% 

@TechReport{ Guattery97,
	TITLE = "Graph embedding techniques for bounding condition numbers of incomplte factor preconditioners",
	AUTHOR = "S. Guattery",
	INSTITUTION = "ICASE, NASA {L}angley {R}esearch {C}enter",
	NUMBER = " 97-47 ",
	YEAR = 1997
}

@Unpublished{ Boman01,
	AUTHOR = "E.G. Boman and B. Hendrickson",
	TITLE = "Support theory for preconditioning",
	YEAR = "2001",
	NOTE = "Submitted for publication"
}

%%%%%%%%%% NETWORK INFORMATION

L. Ahlswede, N. Cai, S.-Y. R. Li, R. W. Yeung. Network Information Flow. IEEE Transactions on Information Theory, 46(4):1204-1216, 2000.

@Article{ Ahlswede00,
	TITLE = "Network information flow",
	AUTHOR = "L. Ahlswede and N. Cai and S.-Y. R. Li and R. W. Yeung",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "46",
	PAGES = "1204--1216",
	NUMBER = 4,
	YEAR = 2000
}

@Article{ Ephremides98,
	TITLE = "Information theory and communication networks: an unconsummated union",
	AUTHOR = "A. Ephremides and B. Hajek",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "44",
	PAGES = "2416--2434",
	NUMBER = 6,
	YEAR = 1998
}

@Article{ Gamal80,
	TITLE = "Multiple user information theory",
	AUTHOR = "A. {E}l {G}amal and T. Cover",
	JOURNAL = "Proceedings of the {IEEE}",
	VOLUME = "68",
	PAGES = "1466--1483",
	NUMBER = 12,
	MONTH = "December",
	YEAR = 1980
}

@Article{ Tanner81,
	TITLE = "A recursive approach to low complexity codes",
	AUTHOR = "R. M. Tanner",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "81",
	PAGES = "533--547",
	NUMBER = 5,
	MONTH = "September",
	YEAR = 1981
}

@InProceedings{ Aji_maxplus98,
	AUTHOR = "S. M. Aji and G. Horn and R. J. McEliece and M. Xu",
	TITLE = "Iterative min-sum decoding of tail-biting codes",
	BOOKTITLE = "Proc. IEEE Information Theory Workshop, Killarney Ireland",
	MONTH = "June",
	YEAR = "1998",
	PAGES = "68--69"
}

@InProceedings{ Pakzad02,
	AUTHOR = "P. Pakzad and V. Anantharam",
	TITLE = "Iterative algorithms and free energy minimization",
	BOOKTITLE = "CISS",
	MONTH = "March",
	YEAR = "2002"
}

@InProceedings{ McEliece02,
	AUTHOR = "S. M. Aji and R. J. McEliece",
	TITLE = "The generalized distributive law and free energy minimization",
	BOOKTITLE = "Allerton Conference",
	MONTH = "October",
	YEAR = "2001",
	PAGES = "??"
}

@InCollection{ McEliece02mtns,
	AUTHOR = "R. J. McEliece and M. Yildirim",
	TITLE = "Belief propagation on partially ordered sets",
	BOOKTITLE = "Mathematical Theory of Systems and Networks",
	PUBLISHER = "Institute for Mathematics and its Applications",
	EDITOR = "D. Gilliam and J. Rosenthal",
	YEAR = "2002"
}

@InCollection{ Frey00,
	AUTHOR = "B. J. Frey and R. Koetter",
	BOOKTITLE = "Advanced mean field methods: Theory and Practice",
	TITLE = "Exact inference using the attenuated max-product algorithm",
	PUBLISHER = "MIT Press",
	PAGES = "",
	YEAR = 2000
}

%%EDITOR = {M. Opper and D. Saad},

@Article{ Viterbi67,
	TITLE = "Error bounds for convolutional codes and an asymptotically optimal decoding algorithm",
	AUTHOR = "A. Viterbi",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = "IT-13",
	PAGES = "260--269",
	MONTH = "April",
	YEAR = 1967
}

@Article{ Forney73,
	TITLE = "The {V}iterbi algorithm",
	AUTHOR = "Jr. G. D. Forney",
	JOURNAL = "Proc. IEEE",
	VOLUME = "61",
	PAGES = "268--277",
	MONTH = "March",
	YEAR = 1973
}

%%%%%%%  INTEGER PROGRAMMING %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Article{ Barahona82a,
	TITLE = "On the computational computational complexity of the {I}sing model",
	AUTHOR = "F. Barahona",
	JOURNAL = "Journal of Physics A: Mathematical and General",
	VOLUME = "15",
	PAGES = "3241--3253",
	YEAR = 1982
}

@Article{ Barahona82b,
	TITLE = "Morphology of ground states of a two-dimensional frustration model",
	AUTHOR = "F. Barahona and R. Maynard and R. Rammal and J.-P. Uhry",
	JOURNAL = "Journal of Physics A",
	VOLUME = "15",
	PAGES = "L673--L699",
	YEAR = 1982
}

@InProceedings{ Freeman99,
	AUTHOR = "W. T. Freeman and E.C. Pasztor",
	TITLE = "Learning to estimate scenes from images",
	BOOKTITLE = "NIPS",
	VOLUME = "11",
	YEAR = "1999",
	PAGES = ""
}

@PhDThesis{ Wiberg_phd,
	TITLE = "Codes and decoding on general graphs",
	AUTHOR = "N. Wiberg",
	SCHOOL = "University of Linkoping, Sweden",
	DEPARTMENT = "Electrical Engineering",
	YEAR = 1996
}

@Article{ Wiberg95,
	TITLE = "Codes and iterative decoding on general graphs",
	AUTHOR = "N. Wiberg and H.A. Loeliger and R. Koetter",
	JOURNAL = "Euro. Trans. Telecommun.",
	VOLUME = "6",
	PAGES = "513--526",
	YEAR = 1995
}

@Article{ Vanden96,
	TITLE = "Semidefinite programming",
	AUTHOR = "L. Vandenberghe and S. Boyd",
	JOURNAL = "SIAM Review",
	VOLUME = "38",
	PAGES = "49--95",
	YEAR = 1996
}

@Article{ Boyd98,
	TITLE = "Determinant maximization with linear matrix inequality constraints",
	AUTHOR = "L. Vandenberghe and S. Boyd and S. Wu",
	JOURNAL = "SIAM Journal on Matrix Analysis and Applications",
	VOLUME = "19",
	PAGES = "499--533",
	YEAR = 1998
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% Feldman on RA codes

@InProceedings{ Feldman02,
	TITLE = "Decoding turbo-like codes in polynomial time with provably good error-correcting performing via linear programming",
	AUTHOR = "J. Feldman and D. Karger",
	BOOKTITLE = "FOCS",
	MONTH = "July",
	YEAR = 2002
}

@Article{ Sherali90,
	TITLE = "A hierarchy of relaxations between the continuous and convex hull representations for zero-one programming problems",
	AUTHOR = "H. D. Sherali and W. P. Adams",
	JOURNAL = "SIAM Journal on Discrete Mathematics",
	VOLUME = "3",
	PAGES = "411--430",
	YEAR = 1990
}

@Article{ Lasserre02,
	TITLE = "An explicit equivalent positive semidefinite program for nonlinear 0-1 programs",
	AUTHOR = "J. B. Lasserre",
	JOURNAL = "SIAM Journal on Optimization",
	VOLUME = "12",
	PAGES = "756--769",
	YEAR = 2001
}

@Article{ Lasserre01,
	TITLE = "Global optimization with polynomials and the problem of moments",
	AUTHOR = "J. B. Lasserre",
	JOURNAL = "SIAM Journal on Optimization",
	VOLUME = "11",
	NUMBER = 3,
	PAGES = "796--817",
	YEAR = 2001
}

@Article{ Wainwright05b,
	TITLE = "Estimating the ``wrong'' graphical model: {B}enefits in the computation-limited regime",
	AUTHOR = "M. J. Wainwright",
	YEAR = 2005,
	JOURNAL = "Journal of Machine Learning Research",
	PAGES = "1829--1859",
	VOLUME = 7,
	MONTH = "September"
}

%NUMBER = ``690''


@article{ Wainwright06a,
author = {Wainwright, Martin J.},
title = {Sharp thresholds for high-dimensional and noisy sparsity recovery using $\ell_1$-constrained quadratic programming ({L}asso)},
journal = {IEEE Trans. Inf. Theor.},
volume = {55},
number = {5},
year = {2009},
pages = {2183--2202},
}

@TechReport{ Wainwright06_info,
	TITLE = "Information-theoretic bounds for sparsity recovery in the high-dimensional and noisy setting",
	AUTHOR = "M. J. Wainwright",
	YEAR = 2007,
	NUMBER = 725,
	MONTH = "January",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	NOTE = "Posted as arxiv:math.ST/0702301; Presented at International Symposium on Information Theory, June 2007"
}

@InProceedings{ WaiRavLaf06,
	AUTHOR = "P. Ravikumar and M. J. Wainwright and J. Lafferty",
	TITLE = "High-dimensional graph selection using $\ell_1$-regularized logistic regression",
	BOOKTITLE = "NIPS Conference",
	YEAR = "2006",
	MONTH = "December"
}

@InProceedings{ Wainwright06a_aller,
	AUTHOR = "M. J. Wainwright",
	TITLE = "Sharp thresholds for high-dimensional and noisy sparsity recovery using $\ell_1$-constrained quadratic programs",
	BOOKTITLE = "Proc. Allerton Conference on Communication, Control and Computing",
	YEAR = "2006",
	MONTH = "October",
	NOTE = "Long version appeared as UC Berkeley Technical Report 709"
}

@InCollection{ WaiJor05chapter,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	EDITORS = "S. Haykin et al.",
	TITLE = "A variational principle for graphical models",
	BOOKTITLE = "New Directions in Statistical Signal Processing",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	MONTH = "October",
	YEAR = "2006"
}

% Paper that shows EM to co-ordinate ascent in appropriate space

@InCollection{ Neal98,
	AUTHOR = "R. M. Neal and G. E. Hinton",
	EDITOR = "M. I. Jordan",
	TITLE = "A view of the EM algorithm that justifies incremental, sparse and other variants",
	BOOKTITLE = "Learning in Graphical Models",
	PUBLISHER = "Kluwer Academic Publishers",
	ADDRESS = "Dordrecht",
	YEAR = "1998",
	PAGES = "355--368"
}

% Uses tree-reweighted sum-product

@InProceedings{ Levin06,
	AUTHOR = "A. Levin and Y. Weiss",
	TITLE = "Learning to combine bottom-up and top-down segmentation",
	BOOKTITLE = "European Conference on Computer Vision (ECCV)",
	YEAR = "2006",
	MONTH = "June"
}

@TechReport{ RavWaiLaf08,
	AUTHOR = "P. Ravikumar and M. J. Wainwright and J. Lafferty",
	TITLE = "High-dimensional graph selection using $\ell_1$-regularized logistic regression",
	INSTITUTION = "UC Berkeley, Department of Statistics",
	NUMBER = 750,
	YEAR = "2008",
	MONTH = "April",
	NOTE = "Posted at http://arXiv.org/abs/0804.4202; Conference version appeared at NIPS Conference, December 2006"
}

@Article{ RavWaiLaf09,
	AUTHOR = "P. Ravikumar and M. J. Wainwright and J. Lafferty",
	TITLE = "High-dimensional graph selection using $\ell_1$-regularized logistic regression",
	JOURNAL = "Annals of Statistics",
	YEAR = "2009",
	MONTH = "December",
	NUMBER = 73,
	VOLUME = 14
}

@Article{ Bradley83,
	AUTHOR = "R. Bradley",
	TITLE = "Approximation theorems for strongly mixing random variables",
	JOURNAL = "Michigan Maths J.",
	YEAR = "1983"
}

@Book{ Bosq98,
	address = "New York, NY [u.a.]",
	author = "D Bosq",
	edition = "2. ed",
	interHash = "6d9cc34ab56c92b1c6a1970261a8a0e6",
	intraHash = "a438e1c42fb558a3a2421ff2a6f08603",
	number = "110",
	publisher = "Springer",
	series = "Lecture notes in statistics",
	title = "Nonparametric statistics for stochastic processes",
	year = "1998",
	gvk = "24589344X",
	isbn = "0387985905",
	subtitle = "estimation and prediction",
	pagetotal = "XVI, 210"
}

@Article{ Yanover06,
	TITLE = "Linear programming relaxations and belief propagation: An empirical study",
	AUTHOR = "C. Yanover and T. Meltzer and Y. Weiss",
	YEAR = 2006,
	JOURNAL = "Journal of Machine Learning Research",
	PAGES = "1887--1907",
	VOLUME = 7,
	MONTH = "September"
}

% Uses tree-reweighted max-product

@InProceedings{ Meltzer05,
	AUTHOR = "T. Meltzer and C. Yanover and Y. Weiss",
	TITLE = "Globally optimal solutions for energy minimization in stereo vision using reweighted belief propagation",
	BOOKTITLE = "International Conference on Computer Vision",
	YEAR = "2005",
	MONTH = "June"
}

@InProceedings{ Sutton05,
	AUTHOR = "C. Sutton and A. McCallum",
	TITLE = "Piecewise training of undirected models",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = "2005",
	MONTH = "July"
}

% Original paper by Akaike on information criterion

@InProceedings{ Akaike71,
	AUTHOR = "H. Akaike",
	TITLE = "Information theory and an extension of the maximum likelihood principle",
	BOOKTITLE = "Proceedings of the 2nd International Symposium on Information Theory",
	YEAR = "1971",
	ADDRESS = "Tsahkadsor, Armenia, USSR",
	MONTH = "September"
}

% WARNING: Volume number missing

@Article{ Balakrishnan64,
	AUTHOR = "A.V. Balakrishnan",
	TITLE = "On a class of nonlinear estimation problems",
	JOURNAL = ieeeit,
	YEAR = "1964",
	VOLUME = "",
	MONTH = "October",
	PAGES = "314--320"
}

@Article{ Dempster77,
	author = "A. P. Dempster and N. M. Laird and D. B. Rubin",
	title = "Maximum Likelihood from Incomplete Data via the {EM} Algorithm (with discussion)",
	journal = "J. Royal Stat. Soc. B",
	volume = "39",
	pages = "1--38",
	year = "1977"
}

@Article{ Boel80,
	AUTHOR = "R.K. Boel and V.K. Benes",
	TITLE = "Recursive nonlinear estimation of a diffusion acting as the rate of an observed Poisson process",
	JOURNAL = ieeeit,
	YEAR = "1980",
	VOLUME = "26",
	MONTH = "September",
	PAGES = "561--575"
}

@InProceedings{ Freeman99a,
	AUTHOR = "W.T. Freeman and E.C Pasztor",
	TITLE = "Learning to estimate scenes from images",
	YEAR = 1999,
	SERIES = "Neural Information Processing Systems",
	VOLUME = 11
}

% WARNING: Missing volume

@Article{ Kailath68,
	AUTHOR = "T. Kailath",
	TITLE = "A simple example of an explicit ``nonlinear'' predictor",
	JOURNAL = ieeeit,
	YEAR = "1968",
	MONTH = "July",
	PAGES = "600",
	NOTE = "Warning: missing volume"
}

@Article{ Tang05,
	AUTHOR = "H. Tang and J. Xu and S. Lin and K. A. S. Abdel-Ghaffar",
	TITLE = "Codes on finite geometries",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2005",
	MONTH = "February",
	PAGES = "572--596",
	VOLUME = 51
}

@Article{ Kailath69,
	AUTHOR = "T. Kailath",
	TITLE = "Fredholm resolvents, {W}iener-{H}opf equations, and {R}icatti differential equations",
	JOURNAL = ieeeit,
	YEAR = "1969",
	VOLUME = "15",
	MONTH = "November",
	PAGES = "665--672"
}

@Article{ Kailath72,
	AUTHOR = "T. Geesey R.T. Kailath and H.L. Weinert",
	TITLE = "Some relations among {RKHS} norms, {F}redholm equations, and innovations representations",
	JOURNAL = ieeeit,
	YEAR = "1972",
	VOLUME = "18",
	MONTH = "May",
	PAGES = "341--348"
}

@Article{ Segall75a,
	AUTHOR = "A. Davis M.A.H. Segall and T. Kailath",
	TITLE = "Nonlinear filtering with counting observations",
	JOURNAL = ieeet,
	YEAR = "1975",
	VOLUME = "21",
	MONTH = "March",
	PAGES = "143--149"
}

@Article{ Johnson80,
	AUTHOR = "C. Johnson and E.B. Stear",
	TITLE = "Reproducing probability density classes on Lie groups with application to discrete-time filtering",
	JOURNAL = ieeeit,
	YEAR = "1980",
	VOLUME = "26",
	MONTH = "January",
	PAGES = "124--129"
}

% Explicit calculation of certain stationary distributions; French and made
% unnecessarily techinical

@Article{ Chamayou91,
	AUTHOR = "J. F. Chamayou and G. Letac",
	TITLE = "Explicit stationary distributions for compositions of random functions and products of random matrices",
	JOURNAL = "Journal of Theoretical Probability",
	YEAR = "1991",
	VOLUME = "4",
	MONTH = "",
	PAGES = "3--36"
}

@Article{ Edelman98,
	AUTHOR = "A. Edelman and T.A. Arias and S. T. Smith",
	TITLE = "The geometry of algorithms with orthogonality constraints",
	JOURNAL = "SIAM Journal of Matrix Analysis and its Applications",
	YEAR = "1998",
	VOLUME = "20",
	PAGES = "303--353"
}

@Article{ Gupta74,
	AUTHOR = "N.K. Gupta and R.K. Mehra",
	TITLE = "Computational aspects of maximum likelihood estimation and reduction in sensitivity function calculations",
	JOURNAL = "IEEE Transactions on Automatic Control",
	YEAR = "1974",
	VOLUME = "AC-19",
	MONTH = "December",
	PAGES = "774--783"
}

% Unpublished Hammersley-Clifford manuscript

@Unpublished{ Hammer71,
	AUTHOR = "J. M. Hammersley and P. Clifford",
	TITLE = "Markov fields on finite graphs and lattices",
	YEAR = 1971,
	NOTE = "Unpublished"
}

@Article{ Kesten73,
	AUTHOR = "H. Kesten",
	TITLE = "Random difference equations and renewal theory for products of random matrices",
	JOURNAL = "Acta. Math.",
	YEAR = "1973",
	VOLUME = "131",
	MONTH = "",
	PAGES = "207--248"
}

@Article{ Marcus78,
	AUTHOR = "S.I. Marcus",
	TITLE = "MOdeling and analysis of stochastic differential equations driven by point processes",
	JOURNAL = ieeeit,
	YEAR = "1978",
	VOLUME = "24",
	MONTH = "March",
	PAGES = "164--172"
}

% General overview of bilinear time series field
INCOLLECTION{Pham93,

AUTHOR = ``Pham, T.D..'', 

EDITOR = ``Tong, H.''

TITLE = ``Bilinear time series models'',

BOOKTITLE = ``'', 

PUBLISHER = ``World Scientific'', 

ADDRESS = ``London'', 

YEAR = ``1993''

PAGES = 27--41
}

@Article{ Pham81,
	AUTHOR = "T.D. Pham and L. T. Tran",
	TITLE = "On the first-order bilinear time series model",
	JOURNAL = "Journal of Applied Probability",
	YEAR = "1981",
	VOLUME = "18",
	MONTH = "",
	PAGES = "617--627"
}

% Review article on EM in particular application to mixture densities
% At times unnecessarily technical

@Article{ Redner84,
	AUTHOR = "R. A. Redner and H. F. Walker",
	TITLE = "Mixture densities, maximum likelihood, and the {EM} algorithm",
	JOURNAL = "SIAM Review",
	YEAR = "1984",
	VOLUME = "26",
	MONTH = "April",
	PAGES = "195--239"
}

% First paper on MDL etc.

@Article{ Rissanen78,
	AUTHOR = "J. Rissanen",
	TITLE = "Modeling by shortest data description",
	JOURNAL = "Automatica",
	YEAR = "1978",
	VOLUME = "14",
	MONTH = "September",
	PAGES = "465--471"
}

@Article{ Segall75b,
	AUTHOR = "A. Segall and T. Kailath",
	TITLE = "Radon-Nikodym derivations with respect to measures induced by discontinuous independent-increment processes",
	JOURNAL = annprob,
	YEAR = "1975",
	VOLUME = "3",
	PAGES = "449--464"
}

@Article{ Liu89,
	AUTHOR = "J Liu",
	TITLE = "A simple condition for the existence of some stationary bilinear time series",
	JOURNAL = "Journal of time series analysis",
	YEAR = "1989",
	VOLUME = "10",
	PAGES = "33--39"
}

% Contains useful discrete recursions leading to nice invariant measures

@Article{ Vervaat79,
	AUTHOR = "W. Vervaat",
	TITLE = "On a stochastic difference equation and a representation of non-negative infinitely divisible random variables",
	JOURNAL = "Advances in Applied Probability",
	YEAR = "1979",
	VOLUME = "11",
	PAGES = "750--783"
}

@InProceedings{ weiss99c,
	AUTHOR = "Y. Weiss and W.T. Freeman",
	TITLE = "Correctness of belief propagation for graphs of arbitrary topology",
	BOOKTITLE = "Advances in Neural Information Processing Systems 12",
	VOLUME = 12,
	YEAR = 2000,
	ADDRESS = "Cambridge, MA",
	MONTH = "May",
	PAGES = "**"
}

@Unpublished{ weiss99d,
	AUTHOR = "Y. Weiss",
	TITLE = "Personal communication",
	YEAR = "1999"
}

% Early article on convergence of EM algorithm: fixes some earlier
% errors in Dempster, Rubin \& Laird
% Views EM as general point-to-set mapping

@Article{ Wu83,
	AUTHOR = "C.F.J. Wu",
	TITLE = "On the convergence properties of the {EM} algorithm",
	JOURNAL = "Annals of Statistics",
	YEAR = "1983",
	VOLUME = "11",
	PAGES = "95--103"
}

%%  Alphatech technical report on details of Gaussian likelihood calculation

@TechReport{ Alphatech,
	AUTHOR = "R.B. Washburn and W.I. Irving and J.K. Johnson and D.S. Artgis and J.W. Wissinger and R.P. Tenney and A.S. Willsky",
	TITLE = "Multiresolution image compression and image fusion algorithms",
	INSTITUTION = "Alphatech Company",
	YEAR = 1996,
	MONTH = "February"
}

%% Articles on the Extended Kalman filter
%% Book: Jazwinksi (see books.bib) is useful

% No global convergence results available for EKF; results can be biased

@Article{ Ljung79,
	AUTHOR = "L. Ljung",
	TITLE = "Asymptotic behavior of the extended {K}alman filter as a parameter estimator for linear systems",
	JOURNAL = ac,
	YEAR = "1979",
	VOLUME = "24",
	MONTH = "January",
	PAGES = "36--50"
}

@Article{ Bell93,
	AUTHOR = "B. M. Bell and F. W. Cathey",
	TITLE = "The iterated {K}alman filter update as a {G}auss-{N}ewton method",
	JOURNAL = ac,
	YEAR = "1993",
	VOLUME = "38",
	MONTH = "February",
	PAGES = "294--297"
}

%% --- ARTICLES ON DIFFERENTIAL GEOMETRY OF EXPONENTIAL FAMILIES --------- %%%

% Comprehensive paper (partly review) on diff. geo. of exp. families; very
% readable with easy introduction to required diff. geo

@Article{ Amari82,
	AUTHOR = "S. Amari",
	TITLE = "Differential geometry of curved exponential families --- curvatures and information loss",
	JOURNAL = "Annals of Statistics",
	YEAR = "1982",
	VOLUME = "10",
	NUMBER = "2",
	PAGES = "357--385"
}

% Seminal work adopting Fisher info. as Riemannian metric

@Article{ Rao45,
	AUTHOR = "C. R. Rao",
	TITLE = "Information and accuracy obtainable in the estimation of statistical parameters",
	JOURNAL = "Bulletin Calcutta Math. Soc.",
	YEAR = "1945",
	VOLUME = "37",
	PAGES = "81--91"
}

@Article{ Chentsov66,
	AUTHOR = "N. N. Chentsov",
	TITLE = "A systematic theory of exponential families of probability distributions",
	JOURNAL = "Theor. Probability Appl.",
	YEAR = "1966",
	VOLUME = "11",
	PAGES = "425--425"
}

@Article{ Efron78,
	AUTHOR = "B. Efron",
	TITLE = "The geometry of exponential families",
	JOURNAL = "Annals of Statistics",
	YEAR = "1978",
	VOLUME = "6",
	PAGES = "362--376"
}

% Establishes consistency of BIC for families (not necessarily nested)
% of models consisting of (possibly curved) submanifolds in parameter space

@Article{ Haughton88,
	AUTHOR = "D. Haughton",
	TITLE = "On the choice of a model to fit data from an exponential family",
	JOURNAL = "Annals of Statistics",
	YEAR = "1988",
	VOLUME = "16",
	MONTH = "March",
	PAGES = "343--355"
}

% Original ``Bayesian information criterion'' (BIC)
% Based on applying Laplace approximation to integrated likelihood
% under a prior on space M_j

@Article{ Schwarz78,
	AUTHOR = "G. Schwarz",
	TITLE = "Estimating the dimension of a model",
	JOURNAL = "Annals of Statistics",
	YEAR = "1978",
	VOLUME = "6",
	MONTH = "March",
	PAGES = "461--468"
}

%% -----------------------------------------------------------------------------

%% -----------------------------------------------------------------------------

@Article{ Lee80,
	AUTHOR = "J S Lee",
	TITLE = "Digital Image Enhancement and Noise Filtering by use of Local Statistics",
	JOURNAL = pami,
	VOLUME = "PAMI-2",
	MONTH = "March",
	PAGES = "165--168",
	YEAR = 1980
}

@Article{ Oliver52,
	AUTHOR = "B.M. Oliver",
	TITLE = "Efficient Coding",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "724--750"
}

@Article{ Parga98,
	AUTHOR = "A. Turiel and G. Mato and N. Parga and J. P. Nadal",
	TITLE = "The self-similarity properties of natural images resemble those of turbulent flows",
	JOURNAL = "Phys. Rev. Lett.",
	VOLUME = 80,
	PAGES = "1098--1101",
	YEAR = 1998
}

@Article{ Ruderman94,
	AUTHOR = "D. L. Ruderman and W. Bialek",
	TITLE = "Statistics of Natural Images: Scaling in the Woods",
	JOURNAL = "Phys. Rev. Letters",
	VOLUME = 73,
	NUMBER = 6,
	PAGES = "814--817",
	YEAR = 1994
}

@Article{ Schaaf96,
	AUTHOR = "A. {van der Schaaf} and J. H. {van Hateren}",
	TITLE = "Modelling the Power Spectra of Natural Images: Statistics and Information",
	JOURNAL = "Vision Research",
	VOLUME = 28,
	NUMBER = 17,
	PAGES = "2759--2770",
	YEAR = 1996
}

%% Marginals nonGaussian. Joint stats not independent.  Complex cells.

@InProceedings{ Zetzsche93,
	AUTHOR = "C. Zetzsche and B. Wegmann and E. Barth",
	TITLE = "Nonlinear Aspects of Primary Vision: Entropy Reduction Beyond Decorrelation",
	BOOKTITLE = "Int'l Symp. Soc. for Info. Display",
	VOLUME = "24",
	PAGES = "933--936",
	YEAR = 1993
}

@InProceedings{ Mumford99a,
	author = "J. Huang and D. Mumford",
	title = "Statistics of natural images and models",
	booktitle = "CVPR",
	year = 1999
}

%%pages =	 ``216''

@InProceedings{ Mumford99c,
	author = "A. Lee and D. Mumford",
	title = "An Occlusion Model generating Scale-invariant images",
	booktitle = "CVPR",
	year = 1999
}

@Unpublished{ Mumford99b,
	AUTHOR = "D. Mumford and B. Gidas",
	TITLE = "Stochastic models for generic images",
	NOTE = "Preprint available at http://www.dam.brown.edu/people/mumford"
}

@Unpublished{ Mumford99p,
	AUTHOR = "D. Mumford",
	TITLE = "Personal communication"
}

@Article{ Abbott97,
	AUTHOR = "L F Abbott and J A Varela and K Sen and S B Nelson",
	TITLE = "Synaptic depression and cortical gain control",
	JOURNAL = "Science",
	VOLUME = 275,
	YEAR = 1997,
	PAGES = "220--224"
}

% Laplacian pyramid, mean of half-rectified coeffs.

@TechReport{ Anderson97,
	AUTHOR = "C H Anderson and W D Langer",
	TITLE = "Statistical Models of Image Texture",
	INSTITUTION = "Washington U. Medical School",
	NOTE = "Available at ftp://shifter.wustl.edu/pub/",
	YEAR = 1997
}

@Article{ Atick90,
	TITLE = "Towards a Theory of Early Visual Processing",
	AUTHOR = "J J Atick and A N Redlich",
	JOURNAL = nc,
	VOLUME = 2,
	PAGES = "308",
	YEAR = 1990
}

@Article{ Atick92,
	TITLE = "Could Information Theory Provide an Ecological Theory of Sensory Processing?",
	AUTHOR = "J J Atick",
	JOURNAL = network,
	VOLUME = 3,
	PAGES = "213--251",
	YEAR = 1992
}

@Article{ Attias98,
	AUTHOR = "H Attias and C E Schreiner",
	TITLE = "Blind Source Separation and Deconvolution: The Dynamic Component Analysis Algorithm",
	JOURNAL = nc,
	YEAR = 1998,
	NOTE = "In Press"
}

@InProceedings{ Attias97,
	AUTHOR = "H Attias and C E Schreiner",
	TITLE = "Temporal Low-order Statistics of Natural Sounds",
	BOOKTITLE = "Adv in Neural Info Processing Systems",
	EDITOR = "M Jordan and M Kearns and S Solla",
	PUBLISHER = "MIT Press",
	VOLUME = "10",
	YEAR = 1998
}

%% Probably the earliest reference for statistically optimal
%% biological vision

@Article{ Attneave54,
	TITLE = "Some Informational Aspects of Visual Perception",
	AUTHOR = "F Attneave",
	JOURNAL = "Psych. Rev.",
	VOLUME = 61,
	PAGES = "183--193",
	YEAR = 1954
}

% Windows subimages.

@InProceedings{ Bajcsy73,
	TITLE = "Computer desccription of textured surfaces",
	AUTHOR = "R Bajcsy",
	BOOKTITLE = "Proc. Int. Joint Conf. Artificial Intell.",
	ADDRESS = "Stanford, CA",
	MONTH = "Aug 20-23",
	YEAR = 1973
}

% Another classic reference for statistically optimal biological processing

@InCollection{ Barlow61,
	TITLE = "Possible Principles Underlying the Transformation of Sensory Messages",
	AUTHOR = "H B Barlow",
	BOOKTITLE = "Sensory Communication",
	EDITOR = "W A Rosenblith",
	PUBLISHER = "{MIT} Press",
	ADDRESS = "Cambridge, MA",
	PAGES = 217,
	YEAR = 1961
}

% Recent Barlow papers on decorrelation basis to adaptation

@InCollection{ Barlow90,
	AUTHOR = "Horace B Barlow",
	TITLE = "A theory about the functional role and synaptic mechanism of visual aftereffects",
	BOOKTITLE = "Vision:Coding and Efficiency",
	EDITOR = "C Blakemore",
	YEAR = "1990",
	PUBLISHER = "Cambridge University Press"
}

@InCollection{ Barlow89,
	AUTHOR = "Horace B Barlow and P Foldiak",
	TITLE = "Adaptation and decorrelation in the cortex",
	BOOKTITLE = "The Computing Neuron",
	EDITOR = "R Durbin and C Miall and G Mitchinson",
	YEAR = "1989",
	PUBLISHER = "Addison-Wellesley, New York"
}

@Article{ Bell97,
	AUTHOR = "A J Bell and T J Sejnowski",
	TITLE = "The 'Independent Components' of Natural Scenes are Edge Filters",
	JOURNAL = visres,
	VOLUME = 37,
	NUMBER = 23,
	PAGES = "3327--3338",
	YEAR = 1997
}

@Article{ Bell96,
	AUTHOR = "A J Bell and T J Sejnowski",
	TITLE = "Learning the Higher-order Structure of a Natural Sound",
	JOURNAL = network,
	VOLUME = 7,
	PAGES = "261--266",
	YEAR = 1996
}

@Article{ Bell95,
	AUTHOR = "A J Bell and T J Sejnowski",
	TITLE = "An Information-maximisation Approach to Blind Separation and Blind Deconvolution",
	JOURNAL = nc,
	VOLUME = 7,
	NUMBER = 6,
	PAGES = "1129--1159",
	YEAR = 1995
}

%% AVAIL: ftp://ftp.cnl.salk.edu/pub/tony/bell.blind.ps.Z

%% With Turner86, earliest use of energy as a discriminating feature

@Article{ Bergen86,
	AUTHOR = "J R Bergen and E H Adelson",
	YEAR = 1986,
	TITLE = "Visual texture segmentation based on energy measures",
	JOURNAL = josa,
	VOLUME = 3,
	YEAR = 1986
}

@Article{ Bergen88,
	AUTHOR = "J R Bergen and E H Adelson",
	YEAR = 1988,
	TITLE = "Early Vision and Texture Perception",
	JOURNAL = "Nature",
	VOLUME = 333,
	PAGES = "363--364"
}

@InCollection{ Bergen91,
	AUTHOR = "J R Bergen and M S Landy",
	TITLE = "Computational Modeling of Visual Texture Segregation",
	BOOKTITLE = "Computational Models of Visual Processing",
	EDITOR = "M S Landy and J A Movshon",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	PAGES = "253--271",
	YEAR = 1991
}

% Uses Steerpyr and strange parameter space

@InProceedings{ Blancho98,
	AUTHOR = "P Blancho and H Konik and K Knoblauch",
	TITLE = "Steerable Pyramid-based Features for Image Retrieval from a Texture Database",
	BOOKTITLE = "Proc. SPIE, Human Vision and Electronic Imaging II",
	ADDRESS = "San Jose, CA",
	MONTH = "Jan 26-29",
	YEAR = 1998
}

% Coarse->Fine Multi-Scale GMRF

@Article{ Bouman94,
	AUTHOR = "C. A. Bouman and M. Shapiro",
	TITLE = "A Multiscale Random Field Model for {Bayesian} Image Segmentation",
	JOURNAL = "IEEE Trans. Image Processing",
	VOLUME = 3,
	NUMBER = 2,
	PAGES = "162--177",
	YEAR = 1994
}

@Article{ Laferte00,
	AUTHOR = "J. M. Laferte and P. Perez and F. Heitz",
	TITLE = "Discrete {M}arkov image modeling and inference on the quadtree",
	JOURNAL = "IEEE Trans. Image Processing",
	VOLUME = 9,
	NUMBER = 3,
	YEAR = 2000,
	PAGES = "390--404"
}

@Article{ Bouman01,
	AUTHOR = "H. Cheng and C. A. Bouman",
	TITLE = "Multiscale {B}ayesian segmentation using a trainable context model",
	JOURNAL = "IEEE Trans. Image Processing",
	VOLUME = 10,
	NUMBER = 4,
	PAGES = "511--525",
	YEAR = 2001
}

%% Segmentation, using local energy/phase from Gabors.

@Article{ Bovik90,
	AUTHOR = "A C Bovik and M Clark and W S Geisler",
	TITLE = "Multichannel Texture Analysis Using Localized Spatial Filters",
	JOURNAL = pami,
	VOLUME = 12,
	NUMBER = 1,
	YEAR = 1990
}

@Article{ Bovik92,
	author = "A C Bovik and M Clark and W S Geisler",
	year = 1992,
	title = "Localized Measurements of Emergent Image Frequencies by {Gabor} Wavelets",
	journal = pami,
	volume = 38,
	pages = "691--712"
}

@Article{ Bovik91,
	AUTHOR = "A C Bovik",
	TITLE = "Analysis of Multichannel Narrow-band Filters for Image Texture Segmentation",
	JOURNAL = sp,
	VOLUME = 39,
	NUMBER = 9,
	MONTH = "September",
	YEAR = 1991
}

@Book{ Brodatz66,
	AUTHOR = "P Brodatz",
	TITLE = "Textures: {A} Photographic Album for Artists and Designers",
	PUBLISHER = "Dover",
	ADDRESS = "New York",
	YEAR = 1966
}

@Article{ Buchsbaum84,
	author = "G Buchsbaum and A Gottschalk",
	title = "Chromaticity Coordinates of Frequency-Limited Functions",
	journal = "J. Opt. Soc. Am. A",
	year = 1984,
	volume = 1,
	number = 8,
	pages = "885--887"
}

@Article{ Byrne95,
	AUTHOR = "C L Byrne",
	TITLE = "Iterative Image Reconstruction Algorithms Based on Cross-entropy Minimization",
	JOURNAL = "IEEE Trans. Image Proc",
	VOLUME = 2,
	NUMBER = 1,
	PAGES = "96--103",
	YEAR = 1993,
	NOTE = "Erratum and addendum in {\em IEEE Trans. Image Proc.}, 4(2):226-227, 1995."
}

@Article{ Chance98,
	AUTHOR = "F S Chance and S B Nelson and L F Abbott",
	TITLE = "Synaptic depression and the temporal response characteristics of {V1} cells",
	JOURNAL = "Journal of Neuroscience",
	VOLUME = 18,
	YEAR = 1998,
	PAGES = "4785--4799"
}

% Representation: local correlation coeffs in a pyramid

@Article{ Chen82,
	TITLE = "Segmentation by Texture Using Correlation",
	AUTHOR = "P C Chen and T Pavlidis",
	JOURNAL = pami,
	VOLUME = 5,
	NUMBER = 1,
	PAGES = "64--69",
	YEAR = 1983
}

@Article{ Chubb88,
	AUTHOR = "C Chubb and G Sperling",
	TITLE = "Drift-balanced Random Stimuli: {A} General Basis for Studying Non-{Fourier} Motion Perception",
	JOURNAL = josa,
	VOLUME = 5,
	YEAR = 1988,
	PAGES = "1986--2007"
}

% Segmentation. local first moments of oriented, octave-bandwidth subbands.

@Article{ Coggins85,
	AUTHOR = "J M Coggins and A K Jain",
	TITLE = "A Spatial Filtering Approach to Texture Analysis",
	JOURNAL = "Patt Rec Letters",
	VOLUME = 3,
	PAGES = "195--203",
	MONTH = "May",
	YEAR = 1985
}

% Piecewise smooth model of images; finite number of discontinuities

@Article{ Cohen97,
	AUTHOR = "A. Cohen and J. P. {D}'Ales",
	TITLE = "Nonlinear approximation of random functions",
	JOURNAL = siamjam,
	YEAR = 1997,
	VOLUME = "57",
	MONTH = "April",
	PAGES = "518--540"
}

% Synth: MRF's on pixels of binary images.  Metropolis sampling algorithm.

@Article{ Cross83,
	AUTHOR = "G. Cross and A. Jain",
	TITLE = "{Markov} Random Field Texture Models",
	JOURNAL = "{IEEE} Trans. {PAMI}",
	VOLUME = 5,
	PAGES = "25--39",
	YEAR = 1983
}

@Article{ Csiszar91,
	TITLE = "Why Least Squares and Maximum Entropy? An Axiomatic Approach to Inference for Linear Inverse Problems",
	AUTHOR = "I Csisz{\'a}r",
	JOURNAL = "Annals of Stat.",
	VOLUME = 19,
	NUMBER = 4,
	PAGES = "2032--2066",
	YEAR = 1991
}

%%What is this?

@Article{ Daugman84,
	JOURNAL = vr,
	VOLUME = 24,
	NUMBER = 9,
	PAGES = "891--**",
	YEAR = 1984
}

% *** This talks about reduced entropy of Gabor bases.

@Article{ Daugman88,
	AUTHOR = "J Daugman",
	TITLE = "?? TITLE ??",
	JOURNAL = assp,
	VOLUME = 36,
	NUMBER = 7,
	PAGES = "1169--1179",
	YEAR = 1988
}

@Article{ Daugman89,
	AUTHOR = "John G. Daugman",
	TITLE = "Entropy Reduction and Decorrelation in Visual Coding by Oriented Neural Receptive Fields",
	JOURNAL = "IEEE Trans. Biomedical Engineering",
	VOLUME = "36",
	NUMBER = 1,
	YEAR = 1989,
	PAGES = "107--114"
}

@InProceedings{ Debonet97,
	AUTHOR = "J {De Bonet} and P Viola",
	TITLE = "A Non-parametric Multi-Scale Statistical Model for Natural Images",
	BOOKTITLE = "Adv in Neural Info Processing",
	PUBLISHER = "MIT Press",
	VOLUME = "9",
	MONTH = "December",
	YEAR = 1997
}

@InProceedings{ DeBonet97a,
	AUTHOR = "J S {De Bonet}",
	TITLE = "Multiresolution Sampling Procedure for Analysis and Synthesis of Texture Images",
	ORGANIZATION = "ACM SIGGRAPH",
	BOOKTITLE = "Computer Graphics",
	YEAR = 1997
}

% Segmentation: pixel covariances.  Synth: Gibbs Sampler 

@Article{ Derin87,
	AUTHOR = "H Derin and H Elliott",
	TITLE = "Modeling and Segmentation of Noisy and Textured Images using {Gibbs} Random Fields",
	JOURNAL = pami,
	VOLUME = 9,
	NUMBER = 1,
	PAGES = "39--55",
	YEAR = 1987
}

@Article{ Deriugin56,
	AUTHOR = "N. G. Deriugin",
	TITLE = "The Power Spectrum and the Correlation Function of the Television Signal",
	JOURNAL = "Telecommunications",
	VOLUME = 1,
	NUMBER = 7,
	PAGES = "1--12",
	YEAR = 1956
}

@Article{ Donoho95,
	AUTHOR = "D. L. Donoho and I. M. Johnstone and Kerkyacharian and Picard",
	TITLE = "Wavelet Shrinkage: Asymptopia?",
	JOURNAL = "J. R. Stat. Soc. B",
	VOLUME = 57,
	NUMBER = 2,
	PAGES = "301--369",
	YEAR = 1995
}

% Duh: Energy changes in a Gabor filter adaptively chosen to distinguish 
% 2 textures.

@Article{ Dunn94,
	AUTHOR = "D Dunn and W E Higgins and J Wakeley",
	TITLE = "Texture Segmentation using {2-D} {Gabor} Elementary Functions",
	JOURNAL = pami,
	VOLUME = 16,
	NUMBER = 2,
	YEAR = 1994
}

@Article{ Elfadel94,
	TITLE = "Gibbs random fields, co-occurrences, and texture modeling",
	AUTHOR = "I M Elfadel and R W Picard",
	JOURNAL = pami,
	VOLUME = 16,
	NUMBER = 1,
	PAGES = "24--37",
	MONTH = "Jan",
	YEAR = 1994
}

% Ahead of its time:
%%  1) attempts to determine necessary and sufficient parameterization
%%  2) Uses autocorrelation +  histogram of decorrelated version of texture
%% Representation is histograms of whitened input.

@Article{ Faugeras80,
	AUTHOR = "O D Faugeras and W K Pratt",
	TITLE = "Decorrelation Methods of Texture Feature Extraction",
	JOURNAL = pami,
	VOLUME = 2,
	NUMBER = 4,
	YEAR = 1980
}

%% Pioneering paper:
% 1) Observers sensitive to differences in 1st-order densities, 2nd-order densities
% 1a) but mean, variance, and autocorrelation are not enough!
% 2) Observers insensitive to 3rd-order densities

@Article{ Pratt78,
	AUTHOR = "W K Pratt and O D Faugeras and A Gagolowicz",
	TITLE = "Visual Discrimination of Stochastic Texture Fields",
	JOURNAL = smc,
	Month = "November",
	YEAR = 1978
}

@Misc{ UCI,
	author = "C.L. Blake and C.J. Merz",
	year = "1998",
	title = "{UCI} Repository of machine learning databases",
	url = "http://www.ics.uci.edu/$\sim$mlearn/MLRepository.html",
	institution = "University of California, Irvine, Dept. of Information and Computer Sciences"
}

@Article{ Tsuda02,
	author = "K. Tsuda and T. Kin and K. Asai",
	title = "Marginalized Kernels for Biological Sequences",
	journal = "Bioinformatics",
	year = 2002,
	volume = "18",
	pages = "268--275"
}

@Book{ Scholkopf02,
	AUTHOR = "B. Sch{\"o}lkopf and A. Smola",
	TITLE = "Learning with Kernels",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = "2002"
}

@Book{ Cristianini00,
	author = "N. Cristianini and J. Shawe-Taylor",
	title = "An Introduction to Support Vector Machines (and other kernel based learning methods)",
	publisher = "Cambridge University Press",
	year = "2000"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5
% Statistical learning theory references
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Article{ Koltchinskii02,
	author = "V. Koltchinskii and D. Panchenko",
	title = "Empirical margin distributions and bounding the generalization error of combined classifiers",
	journal = "Annals of Statistics",
	year = 2002,
	volume = "30",
	pages = "1--50"
}

@Article{ Bousquet02,
	author = "O. Bousquet and A. Elisseeff",
	title = "Stability and generalization",
	journal = "Journal of Machine Learning Research",
	year = 2002,
	volume = "2",
	pages = "499--526"
}

@Article{ Freund97,
	author = "Y. Freund and R. Schapire",
	title = "A decision-theoretic generalization of on-line learning and an application to boosting",
	journal = "Journal of Computer and System Sciences",
	year = "1997",
	volume = "55(1)",
	pages = "119--139"
}

@Article{ Bartlett02,
	author = "P. Bartlett and S. Mendelson",
	title = "{G}aussian and {R}ademacher complexities: {R}isk bounds and structural results",
	journal = "Journal of Machine Learning Research",
	year = 2002,
	volume = "3",
	pages = "463--482"
}

@InProceedings{ Predd04,
	AUTHOR = "J. Predd and S. Kulkarni and H. V. Poor",
	title = "Consistency in Models for Communication Constrained Distributed Learning",
	BOOKTITLE = "Proceedings of the COLT",
	YEAR = 2004,
	PAGES = "442--456"
}

@Book{ Weinert82,
	EDITOR = "H. L. Weinert",
	title = "Reproducing Kernel Hilbert Spaces : Applications in Statistical Signal Processing",
	publisher = "Hutchinson Ross Publishing Co.",
	address = "Stroudsburg, PA",
	year = "1982"
}

@Book{ Saitoh88,
	author = "S. Saitoh",
	title = "Theory of Reproducing Kernels and its Applications",
	publisher = "Longman Scientific \& Technical",
	address = "Harlow, UK",
	year = "1988"
}

@InCollection{ Field93,
	AUTHOR = "D J Field",
	TITLE = "Scale-invariance and Self-similar `Wavelet' Transforms: An Analysis of Natural Scenes and Mammalian Visual Systems",
	EDITOR = "M Farge and J C R Hunt and J C Vassilicos",
	BOOKTITLE = "Wavelets, fractals, and {Fourier} transforms",
	PAGES = "151--193",
	PUBLISHER = "Clarendon Press, Oxford",
	YEAR = 1993
}

@Article{ Field94,
	AUTHOR = "D J Field",
	TITLE = "What is the Goal of Sensory Coding?",
	JOURNAL = nc,
	VOLUME = 6,
	PAGES = "559--601",
	YEAR = 1994
}

@Article{ Francos93,
	TITLE = "A Unified Texture Model based on a {2-D} {Wold}-like Decomposition",
	AUTHOR = "J M Francos and A Z Meiri and B Porat",
	JOURNAL = sp,
	VOLUME = 41,
	NUMBER = 8,
	PAGES = "2665--2678",
	YEAR = 1993
}

% Synthesis of binary images using second-order pixel statistics

@Article{ Gagalowicz81,
	AUTHOR = "A Gagalowicz",
	TITLE = "A New Method for Texture Fields Synthesis: {Some} Applications to the Study of Human Vision",
	JOURNAL = pami,
	VOLUME = 3,
	NUMBER = 5,
	YEAR = 1981
}

% Synthesis using Co-occurance matrices

@Article{ Gagalowicz85,
	AUTHOR = "A Gagalowicz and S D Ma",
	TITLE = "Sequential Synthesis of Natural Textures",
	JOURNAL = cvgip,
	VOLUME = 30,
	PAGES = "289--315",
	YEAR = 1985
}

@Article{ Geiger91,
	AUTHOR = "D Geiger and F Girosi",
	TITLE = "Parallel and Deterministic Algorithms from MRF's: {Surface} Reconstruction",
	JOURNAL = pami,
	VOLUME = 13,
	NUMBER = 5,
	YEAR = 1991
}

@Article{ Geman84,
	AUTHOR = "S. Geman and D. Geman",
	TITLE = "Stochastic Relaxation, {Gibbs} Distributions, and the {Bayesian} Restoration of Images",
	JOURNAL = "{IEEE} Trans. {PAMI}",
	VOLUME = 6,
	PAGES = "721--741",
	YEAR = 1984
}

@Article{ Gidas89,
	TITLE = "A Renormalization Group Approach to Image Processing Problems",
	AUTHOR = "B Gidas",
	JOURNAL = pami,
	VOLUME = 11,
	NUMBER = 2,
	YEAR = 1989
}

% pixel co-occurances

@Article{ Gotlieb90,
	TITLE = "Texture descriptors based on co-occurance matrices",
	AUTHOR = "C C Gotlieb and H E Kreyszig",
	JOURNAL = cvgip,
	VOLUME = 51,
	PAGES = "70--86",
	YEAR = 1990
}

@Book{ Graham89,
	AUTHOR = "N Graham",
	TITLE = "Visual pattern analyzers",
	PUBLISHER = "Oxford University Press",
	ADDRESS = "New York",
	YEAR = 1989
}

@Article{ Grossberg85,
	AUTHOR = "S Grossberg and E Mingolla",
	TITLE = "Neural dynamics of perceptual grouping: {Textures}, boundaries, and emergent features",
	JOURNAL = "Perception and Psychophysics",
	VOLUME = 38,
	PAGES = "141--171",
	YEAR = 1985
}

% Basic concepts: statistical vs. structural descriptions

@Article{ Haralick79,
	TITLE = "Statistical and Structural Approach to Texture",
	AUTHOR = "R M Haralick",
	JOURNAL = "Proc. IEEE",
	VOLUME = 67,
	PAGES = "786--804",
	MONTH = "May",
	YEAR = 1979
}

@Article{ Harrison52,
	AUTHOR = "C.W. Harrison",
	TITLE = "Experiments with linear prediction in television",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "764--783"
}

@Article{ Hassner80,
	AUTHOR = "M. Hassner and J. Sklansky",
	TITLE = "The Use of {Markov} Random Fields as Models of Texture",
	JOURNAL = cgip,
	VOLUME = 12,
	PAGES = "357--370",
	YEAR = 1980
}

@Article{ vanHateren92,
	AUTHOR = "J H {van Hateren}",
	TITLE = "A Theory of Maximizing Sensory Information",
	JOURNAL = bc,
	VOLUME = 68,
	PAGES = "23--29",
	YEAR = 1992
}

@InProceedings{ Heeger95,
	AUTHOR = "D Heeger and J Bergen",
	TITLE = "Pyramid-based Texture Analysis/Synthesis",
	BOOKTITLE = "Proc. ACM SIGGRAPH",
	MONTH = "August",
	YEAR = 1995
}

@InProceedings{ Hirani96,
	AUTHOR = "A N Hirani and T Totsuka",
	TITLE = "Combining Frequency and Spatial Domain Information for Fast Interactive Image Noise Removal",
	BOOKTITLE = "ACM SIGGRAPH",
	PAGES = "269--276",
	YEAR = 1996
}

%BOOKTITLE = ``Computer Graphics Proceedings'',

@InBook{ Jaynes78,
	AUTHOR = "E T Jaynes",
	TITLE = "Where do we Stand on Maximum Entropy?",
	BOOKTITLE = "The Maximal Entropy Formalism",
	EDITOR = "R. D. Levine and M. Tribus",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	YEAR = 1978
}

@Article{ Jaynes57,
	AUTHOR = "E T Jaynes",
	TITLE = "Information Theory and Statistical Mechanics",
	JOURNAL = "Phys. Rev.",
	VOLUME = 106,
	PAGES = "620--630",
	YEAR = 1957
}

@Article{ Julesz62,
	AUTHOR = "B Julesz",
	TITLE = "Visual Pattern Discrimination",
	JOURNAL = "IRE Trans Info Theory",
	VOLUME = "IT-8",
	PAGE = "84--92",
	YEAR = 1962
}

@Article{ Julesz65,
	AUTHOR = "B Julesz",
	JOURNAL = "Scientific American",
	VOLUME = 212,
	PAGE = "38--**",
	YEAR = 1965
}

@Article{ Julesz73,
	AUTHOR = "B Julesz and E N Gilbert and L A Shepp and H L Frisch",
	TITLE = "Inability of humans to discriminate between visual textures that agree in second-order statistics -- Revisited",
	JOURNAL = "Perception",
	VOLUME = 2,
	PAGES = "391--405",
	YEAR = 1973
}

@Article{ Julesz75,
	AUTHOR = "B Julesz",
	TITLE = "Experiments in the Visual Perception of Texture",
	JOURNAL = "Scientific American",
	VOLUME = 232,
	NUMBER = 4,
	YEAR = 1975,
	PAGES = "34--43"
}

@Article{ Julesz81,
	AUTHOR = "B Julesz",
	TITLE = "Textons, the Elements of Texture Perception and their Interactions",
	JOURNAL = "Nature",
	VOLUME = 290,
	YEAR = 1981,
	PAGES = "91--97"
}

%% local correlations??

@Article{ Kashyap82,
	TITLE = "Texture Classification using Features Derived from Random Field Models",
	AUTHOR = "R L Kashyap and R Chellappa and A Khotanzad",
	JOURNAL = "Patt Rec Letters",
	VOLUME = 1,
	PAGES = "43--50",
	MONTH = "Oct",
	YEAR = 1982
}

%% Classic paper!

@Article{ Kersten87,
	AUTHOR = "D Kersten",
	TITLE = "Predictability and Redundancy of Natural Images",
	JOURNAL = josa,
	VOLUME = 4,
	NUMBER = 12,
	PAGES = "2395--2400",
	YEAR = 1987
}

@Article{ Krishnamachari97,
	AUTHOR = "S Krishnamachari and R Chellappa",
	TITLE = "Multiresolution {Gauss-Markov} Random Field Models for Texture Segmentation",
	JOURNAL = ip,
	VOLUME = 6,
	NUMBER = 2,
	YEAR = 1997
}

@Article{ Kullback51,
	AUTHOR = "S Kullback and R A Leibler",
	TITLE = "On Information and Sufficiency",
	JOURNAL = "Ann. Math. Stat.",
	VOLUME = 22,
	PAGES = "79--86",
	YEAR = 1951
}

@Article{ Kunt85,
	AUTHOR = "M. Kunt and A. Ikonomopoulos and M. Kocher",
	TITLE = "Second Generation Image-Coding Techniques",
	JOURNAL = procieee,
	VOLUME = 73,
	NUMBER = 4,
	YEAR = 1985,
	PAGES = "549--574"
}

@Article{ Lakshmanan89,
	AUTHOR = "S Lakshmanan and H Derin",
	TITLE = "Simultaneous Parameter Estimation and Segmentation of {Gibbs} Random Fields",
	JOURNAL = pami,
	VOLUME = 11,
	NUMBER = 8,
	PAGES = "799--813",
	YEAR = 1989
}

@Article{ Lucier98a,
	AUTHOR = "A. Chambolle and R. A. {D}e{V}ore and N. Lee and B. J. Lucier",
	TITLE = "Nonlinear wavelet image processing: Variational problems, compression, and noise removal through wavelet shrinkage",
	JOURNAL = ip,
	YEAR = "1998",
	VOLUME = "7",
	MONTH = "March",
	PAGES = "319--335"
}

@Article{ Malik90,
	TITLE = "Preattentive Texture Discrimination with Early Vision Mechanisms",
	AUTHOR = "J Malik and P Perona",
	JOURNAL = josa,
	VOLUME = 7,
	PAGES = "923--932",
	MONTH = "May",
	YEAR = 1990
}

@InProceedings{ Monro97,
	AUTHOR = "D Monro",
	BOOKTITLE = "ICASSP",
	ADDRESS = "Munich",
	MONTH = "April",
	YEAR = 1997
}

@Article{ Moulin99a,
	AUTHOR = "P. Moulin and J. Liu",
	TITLE = "Analysis of multiresolution image denoising schemes using a generalized {G}aussian and complexity priors",
	JOURNAL = it,
	YEAR = "1999",
	VOLUME = "45",
	MONTH = "April",
	PAGES = "909--919"
}

@Article{ Olshausen96,
	AUTHOR = "B A Olshausen and D J Field",
	TITLE = "Natural Image Statistics and Efficient Coding",
	JOURNAL = network,
	VOLUME = 7,
	PAGES = "333--339",
	YEAR = 1996
}

@Article{ Pappas92,
	AUTHOR = "T Pappas",
	TITLE = "An Adaptive Clustering Algorithm for Image Segmentation",
	JOURNAL = sp,
	VOLUME = 40,
	NUMBER = 4,
	PAGES = "901--914",
	YEAR = 1992
}

@Article{ Peleg84,
	AUTHOR = "S Peleg and J Naor and R Hartley and D Avnir",
	TITLE = "Multiple Resolution Texture Analysis and Classification",
	JOURNAL = pami,
	VOLUME = 6,
	NUMBER = 4,
	YEAR = 1984
}

@Article{ Pentland84,
	AUTHOR = "A. Pentland",
	TITLE = "Fractal Based Description of Natural Scenes",
	JOURNAL = "IEEE Trans. PAMI",
	VOLUME = 6,
	NUMBER = 6,
	YEAR = 1984,
	PAGES = "661--674"
}

@Article{ Pietra97,
	AUTHOR = "S Della Pietra and V Della Pietra and J Lafferty",
	TITLE = "Inducing Features of Random Fields",
	JOURNAL = "IEEE Trans. PAMI",
	VOLUME = 19,
	NUMBER = 4,
	PAGES = "380--393",
	YEAR = 1997
}

@Article{ Reichhardt79,
	AUTHOR = "W Reichhardt and T Poggio",
	TITLE = "Figure-Ground Discrimination by Relative Movement in the Visual System of the Fly",
	JOURNAL = bc,
	VOLUME = 35,
	PAGES = "81--100",
	YEAR = 1979
}

@InProceedings{ Popat93,
	AUTHOR = "K. Popat and R. W. Picard",
	TITLE = "Novel Cluster-based Probability Model for Texture Synthesis, classification, and compression",
	BOOKTITLE = "Proc SPIE Vis Comm",
	ADDRESS = "Cambridge, MA",
	YEAR = 1993
}

%% Examples of noise removal, lossless compression, and texture segmentation

@Article{ Popat97,
	AUTHOR = "K. Popat and R. W. Picard",
	TITLE = "Cluster-based Probability Model and its Application to Image and Texture Processing",
	JOURNAL = "IEEE Trans Im Proc",
	VOLUME = 6,
	NUMBER = 2,
	PAGES = "268--284",
	YEAR = 1997
}

@PhDThesis{ Popat-phd,
	AUTHOR = "A. C. (K) Popat",
	TITLE = "Conjoint probabilistic Subband Modeling",
	SCHOOL = "Massachusetts Institute of Technology, Program in Media Arts and Sciences",
	ADDRESS = "Cambridge, MA",
	YEAR = 1997,
	MONTH = "September"
}

@Article{ Porat89,
	TITLE = "Localized Texture Processing in Vision: {Analysis} and Synthesis in {Gaborian} Space",
	AUTHOR = "M Porat and Y Y Zeevi",
	JOURNAL = "IEEE Trans Biomedical Eng.",
	VOLUME = 36,
	NUMBER = 1,
	PAGES = "115--129",
	YEAR = 1989
}

% Gabor with adaptive bandwidths + auto-correlations.

@Article{ Portilla96,
	TITLE = "Texture Synthesis-by-analysis based on a Multiscale Early-vision Model",
	AUTHOR = "J Portilla and R Navarro and O Nestares and A Tabernero",
	JOURNAL = "Optical Engineering",
	VOLUME = 35,
	NUMBER = 8,
	YEAR = 1996
}

% auto-correlation

@Article{ Reed90,
	AUTHOR = "T. R. Reed and H. Wechsler",
	TITLE = "Segmentation of Textured Images and Gestalt Organization Using Spatial/Spatial-Frequency Representations",
	JOURNAL = pami,
	VOLUME = 12,
	NUMBER = 1,
	YEAR = 1990
}

% Very nice: suggests normalization!

@Article{ Ruderman96,
	AUTHOR = "D. L. Ruderman",
	TITLE = "The Statistics of Natural Images",
	JOURNAL = network,
	VOLUME = 5,
	PAGES = "517--548",
	YEAR = 1996
}

@Article{ Ruderman97,
	AUTHOR = "D. L. Ruderman",
	TITLE = "Origins of Scaling in Natural Images",
	JOURNAL = "Vision Research",
	VOLUME = "37",
	PAGES = "3385--3395",
	YEAR = 1997
}

%%*** Bobst Q41.L7

@Article{ Srinivasan82,
	TITLE = "Predictive Coding: {A} Fresh View of Inhibition in the Retina",
	AUTHOR = "M V Srinivasan and S B Laughlin and A Dubs",
	JOURNAL = "J. R. Soc. Lond. B",
	VOLUME = 216,
	PAGES = "427--459",
	YEAR = 1982
}

@Article{ Teuner95,
	AUTHOR = "A Teuner and O Pichler and B J Hosticka",
	TITLE = "Unsupervised Texture Segmentation of Images using Tuned Matched {Gabor} filters",
	JOURNAL = ip,
	VOLUME = 4,
	NUMBER = 6,
	YEAR = 1995
}

@Article{ Tolhurst92,
	TITLE = "Amplitude Spectra of Natural Images",
	AUTHOR = "D. J. Tolhurst and Y. Tadmor and T. Chao",
	JOURNAL = "Opth. and Physiol. Optics",
	VOLUME = 12,
	PAGES = "229--232",
	YEAR = 1992
}

% ARMA, driven by nonGaussian white noise

@Article{ Tugnait94,
	AUTHOR = "J K Tugnait",
	TITLE = "Estimation of Linear Parameteric Models of Non-{Gaussian} Discrete Random Fields with Applications to Texture Synthesis",
	JOURNAL = ip,
	VOLUME = 3,
	NUMBER = 2,
	YEAR = 1994
}

%% With Bergen86,  earliest use of Gabor energy as a discriminating feature

@Article{ Turner86,
	TITLE = "Texture Discrimination by {Gabor} Functions",
	AUTHOR = "M R Turner",
	JOURNAL = bc,
	VOLUME = 55,
	PAGES = "71--82",
	YEAR = 1986
}

@Article{ Unser95,
	AUTHOR = "M Unser",
	TITLE = "Texture Classification and Segmentation Using Wavelet Frames",
	JOURNAL = ip,
	VOLUME = 4,
	NUMBER = 11,
	YEAR = 1995
}

@Article{ Voorhees88,
	AUTHOR = "H Voorhees and T Poggio",
	TITLE = "Computing Texture Boundaries from Images",
	JOURNAL = "Nature",
	VOLUME = 333,
	PAGES = "364--367",
	YEAR = 1988
}

@Article{ Youla78,
	author = "D C Youla",
	title = "Generalized image restoration by the method of alternating orthogonal projections",
	journal = cas,
	year = 1978,
	volume = 25,
	pages = "694--702"
}

%% THIS IS AN ABSTRACT!

@Article{ Zetzsche87,
	AUTHOR = "C Zetzsche and W {Sch{\"o}necker}",
	TITLE = "Orientation Selective Filters Lead to Entropy Reduction in the Processing of Natural Images",
	JOURNAL = "Perception",
	VOLUME = 16,
	PAGES = "229",
	YEAR = 1987
}

@InProceedings{ Wegmann90,
	AUTHOR = "B Wegmann and C Zetzsche",
	TITLE = "Statistical Dependence between Orientation Filter Outputs Used in an Human Vision Based Image Code",
	BOOKTITLE = "Proc SPIE Visual Comm. and Image Processing",
	ADDRESS = "Lausanne, Switzerland",
	VOLUME = 1360,
	PAGES = "909--922",
	YEAR = 1990
}

@InProceedings{ Cheng98,
	AUTHOR = "H. Cheng and C. A. Bouman",
	TITLE = "Trainable context model for multiscale segmentation",
	BOOKTITLE = "Proc. IEEE ICIP",
	VOLUME = 1,
	PAGES = "610--614",
	YEAR = 1998
}

@Article{ Zhu97,
	TITLE = "Prior Learning and {Gibbs} Reaction-Diffusion",
	AUTHOR = "S Zhu and D Mumford",
	JOURNAL = pami,
	VOLUME = 19,
	NUMBER = 11,
	YEAR = 1997
}

@InProceedings{ Zhu97a,
	TITLE = "Minimax Entropy Principle and Its Application to Texture Modeling",
	AUTHOR = "S C Zhu and Y N Wu and D Mumford",
	BOOKTITLE = nc,
	VOLUME = 9,
	PAGES = "1627--1660",
	YEAR = 1997
}

@InProceedings{ Zhu96,
	TITLE = "Filters, Random fields and Maximum Entropy {(FRAME)} -- Towards the Unified Theory for Texture Modeling",
	AUTHOR = "S Zhu and Y Wu and D Mumford",
	BOOKTITLE = "IEEE Conf Computer Vision and Pattern Recognition",
	MONTH = "June",
	YEAR = 1996
}

%%%-----------------------------------------------------------------
%%% ICA:

@InProceedings{ Cardoso89,
	author = "J F Cardoso",
	title = "Source Separation Using Higer Order Moments",
	booktitle = "ICASSP",
	year = 1989,
	pages = "2109--2112"
}

@Article{ Cardoso93,
	AUTHOR = "J F Cardoso and A Souloumaic",
	TITLE = "Blind Beamforming for Non-{Gaussian} Signals",
	JOURNAL = "IEE Proc. Part F",
	YEAR = "1993",
	VOLUME = "140",
	NUMBER = "6",
	PAGES = "362--370"
}

@Article{ Comon94,
	author = "P Common",
	title = "Independent Component Analysis, A New Concept?",
	journal = "Signal Process.",
	year = 1994,
	volume = 36,
	pages = "387--314"
}

@Article{ Jutten91,
	AUTHOR = "C Jutten and J Herault",
	TITLE = "Blind Separation of Sources, Part I: An Adaptive Algorithm Based on Neuromimetic Architecture",
	JOURNAL = "Signal Process.",
	YEAR = 1991,
	VOLUME = 24,
	NUMBER = 1,
	PAGES = "1--10"
}

@Article{ Nikias87,
	author = "C Nikias and M Raghuverer",
	title = "Bispectrum Estimation: {A} Digital Signal Processing Framework",
	journal = "IEEE Proc.",
	year = 1987,
	pages = "869--891",
	month = "July"
}

@Article{ Pope96,
	author = "K Pope and R Bogner",
	title = "Blind Signal Separation I. Linear, Instantaneous Combinations",
	journal = "Digital Signal Processing",
	year = 1996,
	volume = 1,
	number = 6,
	pages = "5--16"
}

@Article{ Sorouchyari91,
	author = "E Sorouchyari",
	title = "Blind Separation of Sources, Part III: Stability Analysis",
	journal = "Signal Process.",
	year = 1991,
	volume = 24,
	number = 1,
	pages = "21--29"
}

@Article{ Tong91,
	AUTHOR = "L Tong and R Liu and V C Soon and Y Huang",
	TITLE = "Indeterminacy and Identifiability of Blind Identification",
	JOURNAL = cas,
	YEAR = 1991,
	VOLUME = 38,
	NUMBER = 5,
	PAGES = "499--509"
}

% NIPS 99 paper advocating the use of tree-structured discrete mixture
% of Gaussians for natural images

@InProceedings{ Spence00,
	author = "C. Spence and L. Parra",
	title = "Hierarchical Image Probability {(HIP)} Models",
	booktitle = "NIPS 12",
	pages = "848--854",
	year = "2000",
	editor = "S.A.~Solla and T.K.~Leen and K.-R.~M{\"u}ller",
	publisher = "MIT Press"
}

@Article{ ThomasEtal,
	author = "A. Thomas and A. Gutin and V. Abkevich and A. Bansal",
	title = "Multilocus linkage analysis by blocked {G}ibbs sampling",
	journal = "Statistics and Computing",
	volume = 10,
	pages = "259--269",
	year = 2000
}

@Book{ DurbinEtal,
	EDITOR = "R. Durbin and S. Eddy and A. Krogh and G. Mitchison",
	TITLE = "Biological Sequence Analysis",
	PUBLISHER = "Cambridge University Press",
	ADDRESS = "Cambridge",
	YEAR = "1998"
}

@Article{ Felsenstein,
	author = "J. Felsenstein",
	title = "Evolutionary trees from {DNA} sequences: a maximum likelihood approach",
	journal = "Journal of Molecular Evolution",
	volume = "17",
	pages = "368--376",
	year = 1981
}

@InProceedings{ BleiEtal,
	AUTHOR = "D. M. Blei and M. I. Jordan and A. Y. Ng",
	TITLE = "Hierarchical {B}ayesian models for applications in information retrieval",
	BOOKTITLE = "Bayesian Statistics 7",
	YEAR = 2002
}

@Book{ Gelman,
	AUTHOR = "A. Gelman and J. B. Carlin and H. S. Stern and D. B. Rubin",
	TITLE = "Bayesian data analysis",
	PUBLISHER = "Chapman-Hall",
	YEAR = 2001,
	ADDRESS = "Boca Raton, FL"
}

@Book{ CowellEtal,
	AUTHOR = "R. G. Cowell and A. P. Dawid and S. L. Lauritzen and D. J. Spiegelhalter",
	TITLE = "Probabilistic Networks and Expert Systems",
	PUBLISHER = "Springer",
	ADDRESS = "New York, NY",
	YEAR = "1999"
}

@Article{ Morris,
	AUTHOR = "C. N. Morris",
	TITLE = "Parametric empirical {B}ayes inference: theory and applications",
	NOTE = "With discussion",
	JOURNAL = "Journal of the American Statistical Association",
	VOLUME = "78",
	YEAR = "1983",
	NUMBER = "381",
	PAGES = "47--65"
}

@InCollection{ SaulJordan95,
	author = "L. K. Saul and M. I. Jordan",
	title = "Boltzmann chains and hidden {M}arkov models",
	booktitle = "Advances in Neural Information Processing Systems 7",
	editors = "Tesauro, G. and Touretzky, D. S. and Leen, T. K.",
	publisher = "MIT Press",
	address = "Cambridge, MA",
	year = 1995
}

@Article{ Krogh01,
	author = "A. Krogh and B. Larsson and G. {von Heijne} and E. L. L. Sonnhammer",
	title = "Predicting transmembrane protein topology with a hidden {M}arkov model: {A}pplication to complete genomes",
	journal = "Journal of Molecular Biology",
	volume = "305",
	number = "3",
	pages = "567--580",
	year = "2001"
}

@InCollection{ NealHinton,
	author = "R. Neal and G. E. Hinton",
	title = "A view of the EM algorithm that justifies incremental, sparse, and other variants",
	booktitle = "Learning in Graphical Models",
	editors = "Jordan, M. I.",
	publisher = "MIT Press",
	address = "Cambridge, MA",
	year = 1999
}

@Book{ CormenEtal,
	author = "T. H. Cormen and C. E. Leiserson and R. L. Rivest",
	title = "Introduction to Algorithms",
	publisher = "MIT Press",
	address = "Cambridge, MA",
	year = 1990
}

@Article{ BurgeKarlin,
	author = "C. B. Burge and S. Karlin",
	title = "Finding the genes in genomic DNA",
	journal = "Current Opinion in Structural Biology",
	volume = 8,
	pages = "346--354",
	year = 1998
}

@Book{ Manning,
	author = "C. D. Manning and H. Sch{\"u}tze",
	title = "Foundations of Statistical Natural Language Processing",
	publisher = "MIT Press",
	address = "Cambridge, MA",
	year = 1999
}

@Book{ HuangEtal,
	author = "X. Huang and A. Acero and H-W. Hon and R. Reddy",
	title = "Spoken Language Processing",
	publisher = "Prentice Hall",
	address = "New York",
	year = 2001
}

@Article{ Pedersen03,
	author = "J. S. Pedersen and J. Hein",
	title = "Gene finding with a hidden {Markov} model of genome structure and evolution",
	journal = "Bioinformatics",
	year = 2003,
	volume = 19,
	pages = "219--227"
}

@InProceedings{ Siepel03,
	author = "A. Siepel and D. Haussler",
	title = "Combining phylogenetic and hidden {M}arkov models in biosequence analysis",
	booktitle = "Proceedings of the Seventh Annual International Conference on Computational Biology",
	pages = "277--286",
	year = 2003
}

@TechReport{ McAuliffe03,
	author = "J. McAuliffe and L. Pachter and M. I. Jordan",
	title = "Multiple-sequence functional annotation and the generalized hidden {M}arkov phylogeny",
	institution = "Department of Statistics, University of California",
	year = 2003
}

@Article{ GelfandSmith,
	author = "A. E. Gelfand and A. F. M. Smith",
	title = "Sampling-Based Approaches to Calculating Marginal Densities",
	journal = "Journal of the American Statistical Association",
	volume = 85,
	pages = "398--409",
	year = 1990
}

%% A collection of articles; papers; books on numerical linear
%% algebra and the like.
%% Started December 18, 1999; by MJW
%% Please send all comments/corrections to mjwain

@Article{ Axelsson92,
	AUTHOR = "O. Axelsson",
	TITLE = "Bounds of eigenvalues of preconditioned matrices",
	JOURNAL = siammatrix,
	YEAR = "1992",
	VOLUME = "13",
	MONTH = "July",
	PAGES = "847--862"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Article{ Adelson82,
	author = "E H Adelson and J A Movshon",
	year = 1982,
	title = "Phenomenal coherence of moving visual patterns",
	journal = "Nature",
	volume = 300,
	number = 5892,
	pages = "523--525"
}

@Article{ Adelson85,
	author = "E H Adelson and J R Bergen",
	title = "Spatiotemporal energy models for the perception of motion",
	journal = josa,
	year = 1985,
	volume = 2,
	pages = "284--299"
}

@InProceedings{ Adelson86,
	author = "E H Adelson and J R Bergen",
	year = 1986,
	title = "The extraction of spatio-temporal energy in human and machine vision",
	booktitle = "Proceedings of IEEE Workshop on Motion: Representation and Analysis",
	address = "Charleston, S Carolina",
	pages = "151--156"
}

@Article{ Albrecht84,
	author = "D G Albrecht and S B Farrar and D B Hamilton",
	title = "Spatial contrast adaptation characteristics of neurones recorded in the cat's visual cortex",
	journal = jphys,
	year = 1984,
	volume = 347,
	pages = "713--739"
}

@Article{ Albrecht91,
	author = "D G Albrecht and W S Geisler",
	title = "Motion sensitivity and the contrast-response function of simple cells in the visual cortex",
	journal = visneuro,
	year = 1991,
	volume = 7,
	pages = "531--546"
}

@Article{ Albright84,
	author = "T D Albright",
	title = "Direction and orientation selectivity of neurons in visual area {MT} of the macaque",
	journal = jneurophys,
	year = 1984,
	volume = 52,
	pages = "1106--1130"
}

@Article{ Albright87,
	author = "T D Albright and R Desimone",
	title = "Local precision of visutopic organization in the middle temporal area {(MT)} of the macaque",
	year = 1987,
	journal = expbr,
	volume = 65,
	pages = "582--592"
}

@Article{ Albright92,
	author = "T D Albright",
	title = "Form-cue invariant motion processing in primate visual cortex",
	journal = "Science",
	year = 1992,
	volume = 255,
	pages = "1141--1143"
}

@InCollection{ Albright93,
	author = "T D Albright",
	title = "Cortical processing of visual motion",
	year = 1993,
	booktitle = "Visual Motion and its Role in the Stabilization of Gaze",
	editor = "F A Miles and J Wallman",
	publisher = "Elsevier Science Publishers",
	address = "",
	pages = "177--201"
}

@Article{ Allman85a,
	author = "J Allman and F Miezin and E McGuinness",
	title = "Direction- and velocity-specific responses from beyond the classical receptive field in the middle temporal visual area",
	journal = "Perception",
	volume = 14,
	pages = "105--126",
	year = "1985"
}

@Article{ Allman85b,
	author = "J Allman and F Miezin and E McGuinness",
	title = "Stimulus specific responses from beyond the classical receptive field",
	journal = "Ann. Rev. Neurosci.",
	volume = 8,
	pages = "407--428",
	year = "1985"
}

@Article{ Benardete92,
	author = "E A Benardete and E Kaplan and B W Knight",
	title = "Contrast gain control in the primate retina: {P} cells are not {X}-like, some {M} cells are",
	year = 1992,
	journal = visneuro,
	volume = 8,
	pages = "483--486"
}

@Article{ Bonds89,
	author = "A B Bonds",
	title = "Role of inhibition in the specification of orientation selectivity of cells in the cat striate cortex",
	journal = visneuro,
	year = 1989,
	volume = 2,
	pages = "41--55"
}

@Article{ Born92,
	author = "R T Born and R B Tootell",
	title = "Segregation of global and local motion processing in middle temporal visual area",
	year = 1992,
	journal = "Nature",
	volume = 357,
	pages = "497--499"
}

@Article{ Bradley95,
	author = "D C Bradley and N Qian and R A Andersen",
	title = "Integration of motion and stereopsis in middle temporal cortical area of macaques",
	year = 1995,
	journal = "Nature",
	volume = 373,
	pages = "609--611"
}

@Article{ Britten92,
	author = "K H Britten and M N Shadlen and W T Newsome and J A Movshon",
	title = "The analysis of visual motion: a comparison of neuronal and psychophysical performance",
	journal = jneurosci,
	volume = 12,
	pages = "4745--4765",
	year = 1992
}

@Article{ Britten93,
	author = "K H Britten and M N Shadlen and W T Newsome and J A Movshon",
	title = "Responses of neurons in macaque {MT} to stochastic motion signals",
	year = 1993,
	journal = visneuro,
	volume = 10,
	pages = "1157--1169"
}

@Article{ Burr86,
	author = "D C Burr and J Ross and M C Morrone",
	title = " Seeing objects in motion",
	journal = "Proceedings of the Royal Society of London B",
	year = 1986,
	volume = 227,
	pages = "249--265"
}

@Article{ Campbell68,
	author = "F W Campbell and B G Cleland and G F Cooper and C Enroth-Cugell",
	title = "The angular selectivity of visual cortical cells to moving gratings",
	journal = jphys,
	year = "1968",
	volume = 198,
	pages = "237--250"
}

@Article{ Campbell69,
	author = "F W Campbell and G F Cooper and C Enroth-Cugell",
	title = "The spatial selectivity of visual cells of the cat",
	journal = jphys,
	year = 1969,
	volume = 203,
	pages = "223--235"
}

@Article{ Carandini-science94,
	author = "M Carandini and D J Heeger",
	title = "Summation and Division by Neurons in Primate Visual Cortex",
	year = 1994,
	journal = "Science",
	volume = 264,
	pages = "1333--1336"
}

@Article{ Carandini97,
	AUTHOR = "M Carandini and D J Heeger and J A Movshon",
	TITLE = "Linearity and normalization in simple cells of the macaque primary visual cortex",
	JOURNAL = jneurosci,
	VOLUME = 17,
	PAGES = "8621--8644",
	YEAR = 1997
}

%NUMBER = 21,

@InCollection{ Carandini-cortex96,
	author = "M Carandini and D J Heeger and J A Movshon",
	title = "Linearity and gain control in V1 simple cells",
	pages = "in press",
	booktitle = "Cerebral Cortex, Vol. XII. Cortical Models",
	editor = "E G Jones and P S Ulinski",
	year = 1996,
	publisher = "Plenum Press",
	address = "New York"
}

@PhDThesis{ Carandini-thesis,
	author = "M Carandini",
	title = "Linearity, Gain Control and Spike Encoding in the Primary Visual Cortex",
	school = "New York University, Center for Neural Science",
	address = "New York, NY",
	year = 1996,
	month = "August"
}

@Article{ Cavanagh89,
	author = "P Cavanaugh and G Mather",
	title = "Motion: the long and short of it",
	year = 1989,
	journal = "Spatial Vision",
	volume = 4,
	pages = "103--129"
}

@Article{ Chang84,
	author = "J J Chang and B Julesz",
	title = "Cooperative phenomena in apparent motion perception of random-dot cinematograms",
	year = 1984,
	journal = visres,
	volume = 24,
	pages = "1781--1788"
}

@Article{ Chang85,
	author = "J J Chang and B Julesz",
	title = "Cooperative and non-cooperative processes of apparent motion of random dot cinematograms",
	year = 1985,
	journal = "Spatial Vision",
	volume = 1,
	pages = "39--45"
}

@Article{ Chubb88,
	author = "C Chubb and G Sperling",
	title = "Drift-balanced random stimuli: a general basis for studying non-Fourier motion perception",
	year = 1988,
	journal = josa,
	volume = 5,
	pages = "1986--2006"
}

@Article{ Chubb89,
	author = "C Chubb and G Sperling",
	title = "Two motion perception mechanisms revealed through distance-driven reversal of apparent motion",
	year = 1989,
	journal = pnas,
	volume = 86,
	pages = "2985--2989"
}

@Article{ DeAngelis92,
	author = "G C De{A}ngelis and J G Robson and I Ohzawa and R D Freeman",
	title = "The organization of suppression in receptive fields of neurons in the cat's visual cortex",
	journal = jneurophys,
	year = 1992,
	volume = 68,
	pages = "144--163"
}

@Article{ DeAngelis93,
	author = "G C De{A}ngelis and I Ohzawa and R D Freeman",
	title = "The spatiotemporal organization of simple cell receptive fields in the cat's striate cortex. {II}. {L}inearity of temporal and spatial summation",
	journal = jneurophys,
	year = "1993",
	volume = "69",
	pages = "1118--1135"
}

@Article{ Derrington84,
	author = "A M Derrington and P Lennie",
	title = "Spatial and temporal contrast sensitivities of neurones in lateral geniculate nucleus of macaque",
	journal = jphys,
	year = 1984,
	volume = 357,
	pages = "219--240"
}

@Article{ Dubner71,
	author = "R Dubner and S M Zeki",
	year = 1971,
	title = "Response properties and receptive fields of cells in an anatomically defined region of the superior temporal sulcus of the monkey",
	journal = "Brain Research",
	volume = 35,
	pages = "528--532"
}

@Article{ Dursteler86,
	author = "M R Dursteler and W T Newsome and R H Wurtz",
	title = "Directional and retinotopic pursuit deficits following lesions of the foveal representation within the superior temporal sulcus of the macaque monkey",
	journal = jneurophys,
	year = 1986,
	volume = 57,
	pages = "1262--"
}

@Article{ Emerson92,
	author = "R C Emerson and J R Bergen and E H Adelson",
	title = "Directionally selective complex cells and the computation of motion energy in cat visual cortex",
	journal = "Vision Research",
	year = 1992,
	volume = 32,
	pages = "203--218"
}

@Article{ Fahle81,
	author = "M Fahle and T Poggio",
	title = "Visual hyperacuity: spatiotemporal interpolation in human vision",
	journal = "Proceedings of the Royal Society of London, B",
	year = 1981,
	volume = 213,
	pages = "451--477"
}

@Article{ Farid94a,
	AUTHOR = "H Farid and E P Simoncelli",
	TITLE = "The Perception of Transparency in Moving Square-Wave Plaids",
	journal = arvo,
	VOLUME = 35,
	YEAR = 1994
}

@Article{ Felleman84,
	author = "D J Felleman and J H Kaas",
	year = 1984,
	title = "Receptive-field properties of neurons in middle temporal visual area ({MT}) of owl monkeys",
	journal = jneurophys,
	volume = 52,
	pages = "488--513"
}

@Article{ Fennema79,
	author = "C L Fennema and W B Thompson",
	title = "Velocity determination in scenes containing several moving objects",
	year = 1979,
	journal = cvgip,
	volume = 9,
	pages = "301--315"
}

@Article{ Fleet94,
	author = "D J Fleet and K Langley",
	title = "Computational analysis of non-Fourier motion",
	year = 1994,
	journal = visres,
	volume = 22,
	pages = "3057--3079"
}

@Article{ Fleet95,
	author = "D J Fleet and K Langley",
	title = "Recursive filters for optical flow",
	journal = pami,
	year = 1995,
	volume = 17,
	pages = "61--67"
}

@Article{ Freeman91,
	author = "W T Freeman and E H Adelson",
	year = "1991",
	title = "The design and use of steerable filters",
	journal = pami,
	volume = 13,
	pages = "891--906"
}

@Article{ Foster83,
	author = "K H Foster and J P Gaska and S Marcelja and D A Pollen",
	title = "Phase relationships between adjacent simple cells in the feline visual cortex",
	journal = jphys,
	year = 1983,
	volume = 345,
	pages = "22P"
}

@Article{ Foster85,
	author = "K H Foster and J P Gaska and M Nagler and D A Pollen",
	title = "Spatial and temporal frequency selectivity of neurons in visual cortical areas {V1} and {V2} of the macaque monkey",
	journal = jphys,
	year = 1985,
	volume = 365,
	pages = "331--363"
}

@Article{ Georgopoulos86,
	author = "A P Georgopoulos and A B Schwartz and R E Kettner",
	title = "Neuronal population coding of movement direction",
	year = 1986,
	journal = "Nature",
	volume = 233,
	pages = "1416--1419"
}

@Article{ Gizzi90,
	author = "M S Gizzi and E Katz and R A Schumer and J A Movshon",
	title = "Selectivity for orientation and direction of motion of single neurons in cat striate and extrastriate visual cortex",
	year = 1990,
	journal = jneurophys,
	volume = 63,
	pages = "1529--1543"
}

@Article{ Groh95,
	author = "J M Groh and R T Born and W T Newsome",
	title = "Microstimulation of area {MT} affects both saccades and smooth pursuit eye movements",
	year = 1995,
	journal = "Soc. Neurosci. Abstr.",
	volume = 21,
	pages = "281"
}

@Article{ Grzywacz90,
	author = "N M Grzywacz and A L Yuille",
	title = "A model for the estimate of local image velocity by cells in the visual cortex",
	journal = "Proceedings of the Royal Society of London A",
	year = 1990,
	volume = 239,
	pages = "129--161"
}

@Article{ Hamilton89,
	author = "D B Hamilton and D G Albrecht and W S Geisler",
	title = "Visual cortical receptive fields in monkey and cat: spatial and temporal phase transfer function",
	journal = "Vision Research",
	year = 1989,
	volume = 29,
	pages = "1285--1308"
}

@Article{ Hammond80,
	author = "P Hammond and J Reck",
	title = "Influence of velocity on directional tuning of complex cells in cat striate cortex for texture motion",
	journal = "Neuroscience Letters",
	year = 1980,
	volume = 19,
	pages = "309--314"
}

@Article{ Hammond83,
	author = "P Hammond and A T Smith",
	title = "Directional tuning interactions between moving oriented and textured stimuli in complex cells of feline striate cortex",
	journal = jphys,
	year = 1983,
	volume = 342,
	pages = "35--49"
}

@Article{ Heeger-pnas96,
	author = "D J Heeger and E P Simoncelli and J A Movshon",
	title = "Computational Models of Cortical Visual Processing",
	journal = pnas,
	year = 1996,
	volume = 93,
	pages = "623--627"
}

@Article{ Heeger-josa87,
	author = "D J Heeger",
	title = "Model for the extraction of image flow",
	year = 1987,
	journal = josa,
	volume = 4,
	pages = "1455--1471"
}

@InCollection{ Heeger-cmvp91,
	author = "D J Heeger",
	title = "Nonlinear model of neural responses in cat visual cortex",
	pages = "119--133",
	booktitle = "Computational Models of Visual Processing",
	editor = "M Landy and J A Movshon",
	year = 1991,
	publisher = "MIT Press",
	address = "Cambridge, MA"
}

@Article{ Heeger-jneurophys93,
	author = "D J Heeger",
	title = "Modeling simple cell direction selectivity with normalized, half-squared, linear operators",
	journal = jneurophys,
	year = "1993",
	volume = "70",
	number = 5,
	pages = "1885--1898"
}

@Article{ Heeger-visneuro92a,
	author = "D J Heeger",
	title = "Normalization of cell responses in cat striate cortex",
	journal = visneuro,
	year = "1992",
	volume = "9",
	pages = "181--198"
}

@Article{ Heeger-visneuro92b,
	author = "D J Heeger",
	title = "Half-squaring in responses of cat simple cells",
	journal = visneuro,
	year = "1992",
	volume = "9",
	pages = "427--443"
}

@InCollection{ Heeger-york93,
	author = "D J Heeger and E P Simoncelli",
	title = "Model of visual motion sensing",
	booktitle = "Spatial Vision in Humans and Robots",
	editor = "L Harris and M Jenkin",
	year = 1993,
	chapter = 19,
	publisher = "Cambridge University Press",
	address = "New York",
	pages = "367--392"
}

@Article{ Heeger-currdir94,
	author = "D J Heeger",
	title = "The Representation of Visual Stimuli in Primary Visual Cortex",
	year = 1994,
	journal = "Current Directions in Psychological Science",
	volume = 3,
	pages = "159--163"
}

@Article{ Holub81,
	author = "R A Holub and M Morton-Gibson",
	title = "Response of visual cortical neurons of the cat to moving sinusoidal gratings: {R}esponse-contrast functions and spatiotemporal interactions",
	journal = jneurophys,
	year = 1981,
	volume = 46,
	pages = "1244--1259"
}

@Article{ Hubel62,
	author = "D Hubel and T Wiesel",
	year = 1962,
	title = "Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex",
	journal = jphys,
	volume = 160,
	pages = "106--154"
}

@Article{ Ikeda75a,
	author = "H Ikeda and M J Wright",
	title = "Spatial and temporal properties of `sustained' and `transient' neurones in area 17 of the cat's visual cortex",
	journal = expbr,
	year = "1975",
	volume = 22,
	pages = "363--383"
}

@Article{ Jin90,
	author = "Z F Jin and M V Srinivasan",
	title = "Neural gradient models for the measurement of image velocity",
	year = 1990,
	journal = visneuro,
	volume = 5,
	pages = "261--271"
}

@Article{ Johnston92,
	author = "A Johnston and P W McOwan and H Buxton",
	title = "A computational model of the analysis of some first-order and second-order motion patterns by simple and complex cells",
	journal = "Proc. R. Soc. Lond. B",
	year = 1992,
	volume = 250,
	pages = "297--306"
}

@Article{ Koenderink87,
	author = "J. J. Koenderink and A. J. {van Doorn}",
	title = "Representation of local geometry in the visual system",
	journal = "Biol. Cybern.",
	volume = 55,
	year = 1987,
	pages = "367--375"
}

@Article{ Lagae93,
	author = "L Lagae and S Raiguel and G A Orban",
	year = 1993,
	title = "Speed and direction selectivity of macaque middle temporal neurons",
	journal = jneurophys,
	volume = 69,
	pages = "19--39"
}

@Article{ Levinson76,
	author = "E Levinson and R Sekuler",
	title = "Adaptation alters perceived direction of motion",
	year = 1976,
	journal = visres,
	volume = 16,
	pages = "779--781"
}

@Article{ Lew91,
	author = "A C O Lew and E Y Song and S R Friedman-Hill and E H Adelson and J M Wolfe",
	title = "A different aftereffect of motion: altering perceived direction of gratings and plaids",
	journal = arvo,
	YEAR = 1991,
	PAGES = "827"
}

@Article{ Liu92,
	author = "Liu and Gaska and Jacobson and Pollen",
	title = "Interneuronal interaction between members of quadrature phase and anti-phase pairs in the cat's visual cortex",
	journal = "Vision Research",
	year = 1992,
	volume = 32,
	pages = "1193--1198"
}

@Article{ Logothetis89,
	author = "N K Logothetis and J D Schall",
	title = "Neuronal correlates of subjective visual perception",
	year = 1989,
	journal = "Science",
	volume = 245,
	pages = "761--763"
}

@Article{ Lubin89,
	author = "J Lubin and J Nachmias",
	title = "Discrimination contours in an opponent motion stimulus space",
	journal = arvo,
	volume = 30,
	year = 1989,
	pages = "426"
}

@Article{ Marshak79,
	author = "W M Marshak and R Sekuler",
	title = "Mutual repulsion between moving visual targets",
	year = 1979,
	journal = "Science",
	volume = 205,
	pages = "1399--1401"
}

@Article{ Mather80,
	author = "G Mather and B Moulden",
	title = "A simultaneous shift in apparent direction: further evidence for a distribution-shift model of direction coding",
	year = 1980,
	journal = "Quarterly Journal of Experimental Psychology",
	volume = 32,
	pages = "325--333"
}

@Article{ Mather83,
	author = "G Mather and B Moulden",
	title = "Thresholds for movement direction: two directions are less detectable than one",
	year = 1983,
	journal = "Quarterly Journal of Experimental Psychology",
	volume = 35,
	pages = "513--518"
}

@Article{ Maunsell83,
	author = "J H R Maunsell and D C {van Essen}",
	year = 1983,
	title = "Functional properties of neurons in middle temporal visual area of the macaque monkey {I}. {S}electivity for stimulus direction, speed, and orientation",
	journal = "Journal of Neurophysiology",
	volume = 49,
	pages = "1127--1147"
}

@Article{ Maunsell83b,
	author = "J H R Maunsell and D C {van Essen}",
	year = 1983,
	title = "Functional properties of neurons in middle temporal visual area of the macaque monkey {II}. {B}inocular interactions and sensitivity to binocular disparity",
	journal = "Journal of Neurophysiology",
	volume = 49,
	pages = "1148--1167"
}

@Article{ Maunsell87,
	author = "J H R Maunsell and W T Newsome",
	title = "Visual processing in monkey extrastriate cortex",
	journal = "Annual Review of Neuroscience.",
	year = 1987,
	volume = 10,
	pages = "363--401"
}

@Article{ Maunsell87b,
	author = "J H R Maunsell and D C {van Essen}",
	title = "Topographic organization of the middle temporal visual area in the macaque monkey: representational biases and the relationship to callosal connections and myeloarchitectonic boundaries",
	year = 1987,
	journal = "J. Comp. Neurol.",
	volume = 266,
	pages = "535--555"
}

@Article{ Maunsell90,
	author = "J H R Maunsell and T A Nealy and D D De{P}riest",
	title = "Magnocellular and parvocellular contributions to responses in the middle temporal visual area {(MT)} of the macaque monkey",
	journal = jneurosci,
	year = 1990,
	volume = 10,
	pages = "3323--3334"
}

@Article{ McLean89,
	author = "J McLean and L A Palmer",
	title = "Contribution of linear spatiotemporal receptive field structure to velocity selectivity of simple cells in area 17 of cat",
	journal = visres,
	year = 1989,
	volume = 29,
	pages = "675--679"
}

@Article{ McLean94,
	author = "J McLean and S Raab and L A Palmer",
	title = "Contribution of linear mechanisms to the specification of local motion by simple cells in areas 17 and 18 of the cat",
	journal = visneuro,
	year = 1994,
	volume = 11,
	pages = "271--294"
}

@Article{ Merigan93,
	author = "W H Merigan and J H R Maunsell",
	title = "How parallel are the primate visual pathways?",
	year = 1993,
	journal = "Annu. Rev. Neurosci.",
	volume = 16,
	pages = "369--402"
}

@Article{ Mikami86a,
	author = "A Mikami and W T Newsome and R H Wurtz",
	year = "1986",
	title = "Motion selectivity in macaque visual cortex. I. {M}echanisms of direction and speed selectivity in extrastriate area {MT}",
	journal = jneurophys,
	volume = 55,
	pages = "1308--1327"
}

@Article{ Mikami86b,
	author = "A Mikami and W T Newsome and R H Wurtz",
	year = "1986",
	title = "Motion selectivity in macaque visual cortex. II. {S}patiotemporal range of directional interactions in {MT} and {V1}",
	journal = jneurophys,
	volume = 55,
	pages = "1328--1339"
}

@Article{ Movshon78a,
	author = "J A Movshon and I D Thompson and D J Tolhurst",
	title = "Spatial summation in the receptive fields of simple cells in the cat's striate cortex",
	journal = jphys,
	volume = 283,
	pages = "53--77",
	year = "1978"
}

@Article{ Movshon78b,
	author = "J A Movshon and I D Thompson and D J Tolhurst",
	title = "Receptive field organization of complex cells in the cat's striate cortex",
	journal = jphys,
	volume = 283,
	pages = "79--99",
	year = "1978"
}

@Article{ Movshon80,
	author = "J A Movshon and E T Davis and E H Adelson",
	title = "Directional movement selectivity in cortical complex cells",
	year = 1980,
	journal = "Society for Neuroscience Abstracts",
	volume = 6,
	pages = 670
}

@Article{ Movshon85,
	author = "J A Movshon",
	year = 1985,
	title = "Processing of motion information by neurons in the striate and extrastriate visual cortex of the macaque",
	journal = arvo,
	volume = 26,
	pages = 133
}

@InCollection{ Movshon86,
	author = "J A Movshon and E H Adelson and M S Gizzi and W T Newsome",
	title = "The analysis of moving visual patterns",
	booktitle = "Experimental Brain Research Supplementum II: Pattern Recognition Mechanisms",
	editor = "C Chagas and R Gattass and C Gross",
	publisher = "Springer-Verlag",
	address = "New York",
	year = 1986,
	pages = "117--151"
}

@Article{ Movshon90,
	author = "J A Movshon and S G Lisberger and R J Krauzlis",
	title = "Visual cortical signals supporting smooth pursuit eye movements",
	journal = "Cold Spring Harbor Symposia on Quantitative Biology",
	year = 1990,
	volume = 15,
	pages = "707--716"
}

@Article{ Movshon96,
	author = "J A Movshon and W T Newsome",
	title = "Visual Response Properties of Striate Cortical Neurons Projecting to Area {MT} in Macaque Monkeys",
	journal = visneuro,
	year = 1996,
	volume = 16,
	number = 23,
	pages = "7733--7741"
}

@Article{ Nakayama85,
	author = "K Nakayama",
	title = "Biological image motion processing: {A} review",
	journal = visres,
	year = 1985,
	volume = 25,
	pages = "625--660"
}

@Article{ Nestares-visres96,
	author = "O. Nestares and D J Heeger",
	title = "Modelling the apparent frequency-specific suppression in simple cells responses",
	journal = visres,
	year = 1997,
	volume = 37,
	pages = "1535--1543"
}

@Article{ Newsome83,
	author = "W T Newsome and M S Gizzi and J A Movshon",
	year = 1983,
	title = "Spatial and temporal properties of neurons in macaque {MT}",
	journal = arvo,
	volume = 24,
	pages = 106
}

@Article{ Newsome85,
	author = "W T Newsome and R H Wurtz and M R Dursteler and A Mikami",
	title = "Deficits in visual motion processing following ibotenic acid lesions of the middle temporal visual area of the macaque monkey",
	journal = jneurosci,
	year = 1985,
	volume = 5,
	pages = "825--840"
}

@Article{ Newsome88,
	author = "W T Newsome and E B Pare",
	title = "A selective impairment of motion perception following lesions of the middle temporal visual area ({MT})",
	year = 1988,
	journal = jneurosci,
	volume = 8,
	pages = "2201--2211"
}

@Article{ Newsome89,
	author = "W T Newsome and K H Britten and J A Movshon",
	title = "Neuronal correlates of a perceptual decision",
	journal = "Nature",
	volume = 341,
	pages = "52--54",
	year = 1989
}

@Article{ Nowlan95,
	author = "S J Nowlan and T J Sejnowski",
	title = "A selection model for motion processing in area {MT} of primates",
	year = 1995,
	journal = jneurosci,
	volume = 15,
	pages = "1195--1214"
}

@Article{ Olavarria92,
	author = "J Olavarria and E A De{Y}oe and J Knierim and J M Fox and D C {van Essen}",
	title = "Neural responses to visual texture patterns in middle temporal area of the macaque monkey",
	year = 1992,
	journal = jneurophys,
	volume = 68,
	pages = "164--184"
}

@Article{ Okeefe93,
	author = "L P O'Keefe and M Carandini and J M H Beusmans and J A Movshon",
	title = "{MT} neuronal responses to 1st- and 2nd-order motion",
	year = 1993,
	journal = "Society for Neuroscience Abstracts",
	volume = 19,
	pages = 1283
}

@Article{ Palmer81a,
	author = "L A Palmer and T L Davis",
	title = "Receptive-field structure in cat striate cortex",
	journal = jneurophys,
	year = "1981",
	volume = 46,
	pages = "260--276"
}

@Article{ Pollen81,
	author = "D Pollen and S Ronner",
	year = 1981,
	title = "Phase relationships between adjacent simple cells in the visual cortex",
	journal = "Science",
	volume = 212,
	pages = "1409--1411"
}

@Article{ Pollen83,
	author = "D Pollen and S Ronner",
	year = 1983,
	title = "Visual cortical neurons as localized spatial frequency filters",
	journal = "IEEE Transactions on Systems, Man, and Cybernetics",
	volume = 13,
	pages = "907--916"
}

@Article{ Qian94a,
	author = "N Qian and R A Andersen and E H Adelson",
	title = "Transparent motion perception as detection of unbalanced motion signals: {I.} {P}sychophysics",
	year = 1994,
	journal = jneurosci,
	volume = 14,
	pages = "7357--7366"
}

@Article{ Qian94b,
	author = "N Qian and R A Andersen",
	title = "Transparent motion perception as detection of unbalanced motion signals: {II.} {P}hysiology",
	year = 1994,
	journal = jneurosci,
	volume = 14,
	pages = "7367--7380"
}

@Article{ Qian94c,
	author = "N Qian and R A Andersen and E H Adelson",
	title = "Transparent motion perception as detection of unbalanced motion signals: {III.} {M}odeling",
	year = 1994,
	journal = jneurosci,
	volume = 14,
	pages = "7381--7392"
}

@Article{ Robson88,
	author = "J G Robson",
	title = "Linear and nonlinear operations in the visual system",
	journal = arvo,
	year = 1988,
	volume = 29,
	pages = "117"
}

@Article{ Rodman87,
	author = "H R Rodman and T D Albright",
	year = 1987,
	title = "Coding of visual stimulus velocity in area {MT} of the macaque",
	journal = visres,
	volume = 27,
	pages = "2035--2048"
}

@Article{ Rodman89,
	author = "H R Rodman and T D Albright",
	title = "Single-unit analysis of pattern-motion selective properties in the middle temporal visual area {(MT)}",
	journal = expbr,
	year = 1989,
	volume = 75,
	pages = "53--64"
}

%%% Neurosci abstract

@InProceedings{ Rubin92,
	AUTHOR = "N Rubin and S Hochstein",
	TITLE = "Global Motion Computation and the Behavior of Single Cells",
	BOOKTITLE = "Neurosci Abstracts",
	VOLUME = 464,
	YEAR = 1992
}

@Article{ Saito86,
	author = "H Saito and M Yukie and K Tanaka and K Hikosaka and Y Fukada and E Iwai",
	title = "Integration of direction signals of image motion in the superior temporal sulcus of the macaque monkey",
	year = 1986,
	journal = jneurosci,
	volume = 6,
	pages = "145--157"
}

@Article{ Salzman90,
	author = "C D Salzman and K H Britten and W T Newsome",
	title = "Cortical microstimulation influences perceptual judgements of motion direction",
	journal = "Nature",
	volume = 346,
	pages = "174--177",
	year = 1990
}

@Article{ Salzman92,
	author = "C D Salzman and C M Murasugi and K H Britten and W T Newsome",
	title = "Microstimulation in visual area {MT}: {E}ffects on direction discrimination performance",
	journal = jneurophys,
	volume = 12,
	pages = "2331--2355",
	year = 1992
}

@Article{ Sclar90,
	author = "G Sclar and J H R Maunsell and P Lennie",
	title = "Coding of image contrast in central visual pathways of the macaque monkey",
	journal = "Vision Research",
	year = 1990,
	volume = "30",
	pages = "1--10"
}

@Book{ Sereno93,
	author = "M E Sereno",
	title = "Neural computation of pattern motion: modeling stages of motion anaysis in the primate visual cortex",
	publisher = "MIT Press",
	address = "Cambridge, MA",
	year = 1993
}

@Article{ Shapley84,
	author = "R Shapley and C Enroth-Cugell",
	title = "Visual adaptation and retinal gain control",
	journal = "Progress in Retinal Research",
	year = 1984,
	volume = 3,
	pages = "263--346"
}

@Article{ Shapley90,
	author = "R Shapley",
	title = "Visual sensitivity and parallel retinocortical channels",
	year = 1990,
	journal = "Annu. Rev. Psychol.",
	volume = 41,
	pages = "635--658"
}

@Article{ Siegel86,
	author = "R M Siegel and R A Andersen",
	title = "Motion perceptual deficits following ibotenic acid lesions of the middle temporal area ({MT}) in the behaving rhesus monkey",
	year = 1986,
	journal = "Soc. Neurosci. Abstr.",
	volume = 12,
	pages = "1183"
}

@Article{ Simoncelli96b,
	AUTHOR = "E P Simoncelli and W D Bair and J R Cavanaugh and J A Movshon",
	TITLE = "Testing and Refining a Computational Model of Neural Responses in Area {MT}",
	journal = arvo,
	VOLUME = 37,
	YEAR = 1996
}

@PhDThesis{ Simoncelli-phd,
	AUTHOR = "Eero P Simoncelli",
	TITLE = "Distributed Analysis and Representation of Visual Motion",
	SCHOOL = "Massachusetts Institute of Technology, Dept of Electrical Engineering and Computer Science",
	ADDRESS = "Cambridge, MA",
	YEAR = 1993,
	MONTH = "January"
}

@Article{ Simoncelli-arvo94,
	author = "E P Simoncelli and D J Heeger",
	title = "A velocity representation model for {MT} cells",
	year = "1994",
	journal = arvo,
	volume = 35,
	pages = "1827"
}

@Article{ Simoncelli91b,
	AUTHOR = "Eero P Simoncelli and Edward H Adelson",
	TITLE = "Relationship between gradient, spatio-temporal energy, and regression models for motion perception",
	journal = arvo,
	VOLUME = 32,
	PAGE = 893,
	YEAR = 1991
}

@Article{ Simoncelli92b,
	AUTHOR = "E P Simoncelli and D J Heeger",
	TITLE = "A computational model for perception of two-dimensional pattern velocities",
	journal = arvo,
	VOLUME = 33,
	PAGE = 954,
	YEAR = 1992
}

@Article{ Snowden89a,
	author = "R J Snowden",
	title = "Motions in orthogonal directions are mutually suppressive",
	year = 1989,
	journal = josa,
	volume = 7,
	pages = "1096--1101"
}

@Article{ Snowden89b,
	author = "R J Snowden and O J Braddick",
	title = "The combination of motion signals over time",
	year = 1989,
	journal = visres,
	volume = 29,
	pages = "1621--1630"
}

@Article{ Snowden90,
	author = "R J Snowden",
	title = "Suppressive interactions between moving patterns: role of velocity",
	year = 1990,
	journal = "Percept. Psychophys.",
	volume = 47,
	pages = "74--78"
}

@Article{ Snowden91,
	author = "R J Snowden and S Treue and R G Erikson and R A Andersen",
	year = 1991,
	title = "The response of area {MT} and {V1} neurons to transparent motion",
	journal = jneurosci,
	volume = "11",
	pages = "2768--2785"
}

@Article{ Sparks76,
	author = "D L Sparks and R Holland and B L Guthrie",
	year = 1976,
	title = "Size and distribution of movement fields in the monkey superior colliculus",
	journal = "Brain Res.",
	VOlume = 113,
	PAGES = 21
}

@Article{ Stoner90,
	author = "G R Stoner and T D Albright and V S Ramachandran",
	title = "Transparency and coherence in human motion perception",
	year = 1990,
	journal = "Nature",
	volume = 344,
	pages = "153--155"
}

@Article{ Stoner92,
	author = "G R Stoner and T D Albright",
	title = "Neural correlates of perceptual motion coherence",
	year = 1992,
	journal = "Nature",
	volume = 358,
	pages = "412--414"
}

@Article{ Stromeyer84,
	author = "C F Stromeyer and R E Kronauer and J C Madsen and S A Klein",
	title = "Opponent-movement mechanisms in human vision",
	journal = josa,
	year = 1984,
	volume = 1,
	pages = "876--884"
}

@Article{ Tanaka86,
	author = "K Tanaka and K Hikosaka and H Saito and M Yukie and Y Fukada and E Iwai",
	title = "Analysis of local and wide-field movements in the superior temporal visual areas of the macaque monkey",
	year = 1986,
	journal = jneurosci,
	volume = 6,
	pages = "134--144"
}

@Article{ Tolhurst75,
	author = "D J Tolhurst and J A Movshon",
	title = "Spatial and temporal contrast sensitivity of striate cortical neurons",
	journal = "Nature",
	year = 1975,
	volume = 257,
	pages = "674--675"
}

@Article{ Tolhurst-visneuro96a,
	author = "D J Tolhurst and D J Heeger",
	title = "Contrast normalization and a linear model for the directional selectivity of simple cells in cat striate cortex",
	journal = visneuro,
	year = 1997,
	volume = 14,
	pages = "19--26"
}

@Article{ Tolhurst-visneuro96b,
	author = "D J Tolhurst and D J Heeger",
	title = "Comparison of contrast normalization and threshold models of the responses of simple cells in cat striate cortex",
	journal = visneuro,
	year = 1997,
	volume = 14,
	pages = "293--310"
}

@Article{ Tootell88,
	author = "R B H Tootell and S L Hamilton and E Switkes",
	title = "Functional anatomy of macaque striate cortex. {IV.} Contrast and magno-parvo streams",
	year = 1988,
	journal = jneurosci,
	volume = 8,
	pages = "1594--1609"
}

@InCollection{ VanEssen85,
	author = "D C {van Essen}",
	title = "Functional organization of primate visual cortex",
	year = 1985,
	booktitle = "Cerebral Cortex, vol. 3",
	editor = "A Peters and E Jones",
	publisher = "Plenum Press",
	address = "New York",
	pages = "259--329"
}

@Article{ vanSanten85,
	author = "J P H {van Santen} and G Sperling",
	title = "Elaborated {R}eichardt detectors",
	journal = josa,
	year = 1985,
	volume = 2,
	pages = "300--321"
}

@Article{ Wang89,
	author = "H T Wang and B Mathur and C Koch",
	title = "Computing optical flow in the primate visual system",
	year = 1989,
	journal = "Neural Computation",
	volume = 1,
	pages = "92--103"
}

@InCollection{ Watson83,
	author = "A B Watson and A J Ahumada",
	title = "A look at motion in the frequency domain",
	year = 1983,
	booktitle = "Motion: {P}erception and representation",
	editor = "J K Tsotsos",
	publisher = "Association for Computing Machinery",
	address = "New York",
	pages = "1--10"
}

@Article{ Watson85,
	author = "A B Watson and A J Ahumada",
	title = "Model of human visual-motion sensing",
	journal = josa,
	year = 1985,
	volume = 2,
	pages = "322--342"
}

@Article{ Williams86,
	author = "D Williams and G Phillips and R Sekuler",
	title = "Hysteresis in the perception of motion direction as evidence for neural cooperativity",
	year = 1986,
	journal = "Nature",
	volume = 324,
	pages = "253--255"
}

@Article{ Williams87,
	author = "P Williams and P Phillips",
	title = "Cooperative phenomena in the perception of motion direction",
	year = 1987,
	journal = josa,
	volume = 4,
	pages = "878--885"
}

@Article{ Wilson92,
	author = "H R Wilson and V P Ferrara and C Yo",
	title = "A psychophysically motivated model for two-dimensional motion perception",
	year = 1992,
	journal = visneuro,
	volume = 9,
	pages = "79--97"
}

@Article{ Wilson94,
	author = "H R Wilson and J Kim",
	title = "A model for motion coherence and transparency",
	year = 1994,
	journal = visneuro,
	volume = 11,
	pages = "1205--1220"
}

@InProceedings{ Young93,
	author = "R A Young and R M Lesperance",
	TITLE = "A physiological model of motion analysis for machine vision",
	BOOKTITLE = "Proc SPIE: Human Vision, Visual Processing, and Digital Display IV",
	VOLUME = 1913,
	PAGES = "48--123",
	YEAR = 1993
}

@Article{ Zhou93,
	author = "Y X Zhou and C L Baker",
	title = "A processing stream in mammalian visual cortex neurons for non-Fourier responses",
	year = 1993,
	journal = "Science",
	volume = 261,
	pages = "98--101"
}

% Martin Wainwright (27/04/99)
% Modified from Austin Frakt's multiscale.bib file
% Changed keys from author99 to Author99

@Article{ Benveniste94,
	author = "A. Benveniste and R. Nikoukhah and A. Willsky",
	title = "Multiscale system theory",
	journal = "IEEE Transactions on Circuits and Systems---{I}: Fundamental Theory and Applications",
	year = 1994,
	volume = 41,
	number = 1,
	month = "January",
	pages = "2--14"
}

@Article{ Basseville92a,
	author = "M. Basseville and A. Benveniste and A. Willsky",
	title = "Multiscale autoregressive processes, part {I}: {S}chur-{L}evinson parameterizations",
	journal = "IEEE Transactions on Signal Processing",
	year = "1992",
	volume = "40",
	number = "8",
	month = "August",
	pages = "1915--1934"
}

@Article{ Basseville92b,
	author = "M. Basseville and A. Benveniste and A. Willsky",
	title = "Multiscale autoregressive processes, part {II}: Lattice structures for whitening and modeling",
	journal = "IEEE Transactions on Signal Processing",
	year = "1992",
	volume = "40",
	number = "8",
	month = "August",
	pages = "1935--1944"
}

@Article{ Bouman91,
	AUTHOR = "C. Bouman and B. Liu",
	TITLE = "Multiresolution segmentation of textured images",
	JOURNAL = pami,
	YEAR = "1991",
	VOLUME = "313",
	PAGES = "99--113"
}

@PhDThesis{ Schneider01,
	author = "M. Schneider",
	title = "Krylov Subspace Estimation",
	school = "Massachusetts Institute of Technology",
	year = "2001",
	month = "February"
}

@PhDThesis{ Chou91,
	author = "K. Chou",
	title = "A stochastic modeling approach to multiscale signal processing",
	school = "Massachusetts Institute of Technology",
	year = "1991",
	month = "May"
}

@Article{ Chou92,
	author = "M. Basseville and A. Benveniste and K. Chou and S. Golden and R. Nikoukhah and A. Willsky",
	title = "Modeling and estimation of multiresolution stochastic processes",
	journal = "IEEE Transactions on Information Theory",
	year = "1992",
	volume = "38",
	number = "2",
	month = "March",
	pages = "766--784"
}

@Article{ Chou94a,
	author = "K. Chou and A. Willsky and A. Benveniste",
	title = "Multiscale recursive estimation, data fusion, and regularization",
	journal = "IEEE Transactions on Automatic Control",
	year = "1994",
	volume = "39",
	number = "3",
	month = "March",
	pages = "464--478"
}

@Article{ Chou94b,
	author = "K. Chou and A. Willsky and R. Nikoukhah",
	title = "Multiscale systems, {K}alman filters, and {R}iccati equations",
	journal = "IEEE Trans. AC",
	year = "1994",
	volume = "39",
	number = "3",
	month = "March",
	pages = "479--492"
}

@PhDThesis{ Luettgen93may,
	author = "M. Luettgen",
	title = "Image processing with multiscale stochastic models",
	school = "Massachusetts Institute of Technology",
	year = "1993",
	month = "May"
}

@Article{ Luettgen93dec,
	author = "M. Luettgen and W. Karl and A. Willsky and R. Tenney",
	title = "Multiscale representations of {Markov} random fields",
	journal = "IEEE Transactions on Signal Processing",
	year = "1993",
	volume = "41",
	number = "12",
	month = "December",
	pages = "3377--3396"
}

@Article{ Luettgen94,
	author = "M. Luettgen and W. Karl and A. Willsky",
	title = "Efficient multiscale regularization with application to optical flow",
	journal = "IEEE Trans. Image Processing",
	year = "1994",
	volume = "3",
	number = "1",
	month = "Jan.",
	pages = "41--64"
}

% Real title of Luettgen94
% title = 	 {Efficient multiscale regularization with applications
%                 to the computation of optical flow},

@Article{ Luettgen95jan,
	author = "M. Luettgen and A. Willsky",
	title = "Multiscale smoothing error models",
	journal = "IEEE Transactions on Automatic Control",
	year = "1995",
	volume = "40",
	number = "1",
	month = "January",
	pages = "173--175"
}

@Article{ Luettgen95feb,
	author = "M. Luettgen and A. Willsky",
	title = "Likelihood calculation for a class of multiscale stochastic models, with application to texture discrimination",
	journal = "IEEE Trans. Image Processing",
	year = "1995",
	volume = "4",
	number = "2",
	month = "February",
	pages = "194--207"
}

@Article{ Fieguth95mar,
	author = "P. Fieguth and W. Karl and A. Willsky and C. Wunsch",
	title = "Multiresolution optimal interpolation of satellite altimetry",
	journal = "IEEE Trans. Geo. Rem.",
	year = "1995",
	volume = "33",
	number = "2",
	month = "March",
	pages = "280--292"
}

% Real title of Fieguth95marc
title = 	 {Multiresolution optimal interpolation and statistical

analysis of {TOPEX/POSEIDON} satellite altimetry},

@PhDThesis{ Fieguth95jun,
	author = "P. Fieguth",
	title = "Application of multiscale estimation to large scale multidimensional imaging and remote sensing problems",
	school = "Massachusetts Institute of Technology",
	year = "1995",
	month = "June"
}

@Article{ Fieguth96,
	author = "P. Fieguth and A. Willsky",
	title = "Fractal estimation using models on multiscale trees",
	journal = "IEEE Transactions on Signal Processing",
	year = "1996",
	volume = "44",
	number = "5",
	month = "May",
	pages = "1297--1300"
}

@Article{ Fieguthsurf,
	author = "P. Fieguth and A. Willsky and W. Karl",
	title = "Efficient multiresolution counterparts to variational methods for surface reconstruction",
	journal = "Computer Vision and Image Understanding",
	year = "1998",
	volume = "70",
	number = "2",
	month = "May",
	pages = "157--176"
}

@PhDThesis{ Irving95,
	author = "W. Irving",
	title = "Multiscale stochastic realization and model identification with applications to large-scale estimation problems",
	school = "Massachusetts Institute of Technology",
	year = "1995",
	month = "September"
}

@Article{ Irvingovlp,
	author = "W. Irving and P. Fieguth and A. Willsky",
	title = "An overlapping tree approach to multiscale stochastic modeling and estimation",
	journal = "IEEE Transactions on Image Processing",
	year = "1997",
	volume = "6",
	number = "11",
	month = "November"
}

pages = 	 {1517--1529}}

@Article{ Irvingcc,
	author = "W. Irving and A. Willsky",
	title = "A canonical correlations approach to multiscale stochastic realization",
	journal = "IEEE Transactions on Automatic Control",
	year = "2001",
	volume = "46",
	number = "10",
	month = "October",
	pages = "1514--1528"
}

@Article{ Irvingsar,
	author = "W. Irving and L. Novak and A. Willsky",
	title = "A multiresolution approach to discriminating targets from clutter in {SAR} imagery",
	journal = "IEEE Transactions on Aerospace and Electronic Systems",
	year = "1997",
	month = "October",
	volume = "33",
	number = "4",
	pages = "1157--1169"
}

@InProceedings{ Irving94,
	author = "W. Irving and W. Karl and A. Willsky",
	title = "A theory for multiscale stochastic realization",
	booktitle = "Proceedings of the 33rd IEEE Conference on Decision and Control",
	volume = "1",
	year = "1994",
	address = "Lake Buena Vista, Florida, USA",
	month = "December",
	pages = "655--62"
}

@Article{ Daniel97jan,
	author = "M. Daniel and A. Willsky",
	title = "A multiresolution methodology for signal-level fusion and data assimilation with applications to remote sensing",
	journal = "Proceedings of the IEEE",
	year = "1997",
	volume = "85",
	number = "1",
	month = "January",
	pages = "164--180"
}

@PhDThesis{ Daniel97feb,
	author = "M. Daniel",
	title = "Multiresolution statistical modeling with application to modeling groundwater flow",
	school = "Massachusetts Institute of Technology",
	year = "1997",
	month = "February"
}

@Article{ Danielfbm1,
	author = "M. Daniel and A. Willsky",
	title = "The modeling and estimation of statistically self-similar processes in a multiresolution framework",
	journal = "IEEE Transactions on Information Theory",
	year = "1999",
	volume = "45",
	number = "3",
	month = "April",
	pages = "955--970"
}

@InCollection{ Danielfbm2,
	author = "M. Daniel and A. Willsky",
	title = "Modeling and estimation of fractional {B}rownian motion using multiresolution stochastic processes",
	booktitle = "Fractals in Engineering",
	publisher = "Springer",
	year = "1997",
	editor = "J. L. Vehel and E. Lutton and C. Tricot",
	pages = "124--137"
}

@Article{ Danieltime,
	author = "M. Daniel and A. Willsky and D. Mclaughlin",
	title = "Travel time estimation using a multiscale stochastic framework",
	journal = "Advanced Water Resources",
	year = "2000",
	pages = "653--665"
}

@MastersThesis{ Schneider96,
	author = "M. Schneider",
	title = "Multiscale methods for the segmentation of images",
	school = "Massachusetts Institute of Technology",
	year = "1996",
	month = "June"
}

@Article{ Schneiderseg,
	author = "M. Schneider and P. Fieguth and W. Karl and A. Willsky",
	title = "Multiscale methods for the segmentation of images",
	journal = "IEEE Transactions on Image Processing",
	note = "Submitted"
}

%  year = 	 {???},
%  volume = 	 {???},
%  number = 	 {???},
%  month = 	 {???},
%  pages = 	 {???},

@MastersThesis{ Fosgate96,
	author = "C. Fosgate",
	title = "Multiscale segmentation and anomaly enhancement of {SAR} imagery",
	school = "Massachusetts Institute of Technology",
	year = "1996",
	month = "June"
}

@Article{ Fosgatesar,
	author = "C. Fosgate and H. Krim and W. Irving and A. Willsky",
	title = "Multiscale segmentation and anomaly enhancement of {SAR} imagery",
	journal = "IEEE Transactions on Image Processing",
	year = "1997",
	volume = "6",
	number = "1",
	month = "January",
	pages = "7--20"
}

@MastersThesis{ Kim97,
	author = "A. Kim",
	title = "Hierarchical stochastic modeling for segmentation and compression of {SAR} imagery",
	school = "Massachusetts Institute of Technology",
	year = "1997",
	month = "June"
}

@Article{ Kimsar,
	author = "A. Kim and H. Krim",
	title = "Hierarchical stochastic modeling of {SAR} imagery for segmentation/compression",
	journal = "IEEE Transactions on Signal Processing",
	year = "1999",
	volume = "47",
	number = "2",
	month = "February",
	pages = "458--468"
}

@PhDThesis{ Ho98,
	author = "T. Ho",
	title = "Multiscale modelling and estimation of large-scale dynamic systems",
	school = "Massachusetts Institute of Technology",
	year = "1998",
	month = "September"
}

@Article{ ho,
	author = "P. Fieguth and D. Menemenlis and T. Ho and A. Willsky and C. Wunsch",
	title = "Mapping {M}editerranean altimeter data with a multiresolution optimal interpolation algorithm",
	journal = "Journal of Atmospheric and Oceanic Technology",
	year = "1998",
	volume = "15",
	month = "April",
	pages = "535--546"
}

@InProceedings{ Ho96,
	author = "T. Ho and P. Fieguth and A. Willsky",
	title = "Multiresolution stochastic models for the efficient solution of large-scale space-time estimation problems",
	booktitle = "IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings",
	volume = "6",
	year = "1996",
	address = "Atlanta, Georgia, USA",
	month = "May",
	pages = "3097--3100"
}

@Book{ Georgii,
	AUTHOR = "H. O. Georgii",
	TITLE = "Gibbs Measures and Phase Transitions",
	PUBLISHER = "De Gruyter Studies in Mathematics",
	YEAR = 1988,
	VOLUME = 9,
	ADDRESS = "New York"
}

@MastersThesis{ Primus96,
	author = "I. Primus",
	title = "Scale-recursive estimation of precipitation using remote sensing data",
	school = "Massachusetts Institute of Technology",
	year = 1996,
	month = "June"
}

@Article{ Rauch65,
	author = "H. Rauch and F. Tung and C. Striebel",
	title = "Maximum likelihood estimates of linear dynamic systems",
	journal = "AIAA Journal",
	year = "1965",
	volume = "3",
	number = "8",
	month = "August",
	pages = "1445--1450"
}

@Article{ Kalman60,
	author = "R. Kalman",
	title = "A new approach to linear filtering and prediction problems",
	journal = "The American Society of Mechanical Engineers: Basic Engineering, series D",
	year = "1960",
	volume = "82",
	month = "March",
	pages = "35--45"
}

@Article{ Kalman61,
	author = "R. Kalman and R. Bucy",
	title = "New results in linear filtering and prediction theory",
	journal = "The American Society of Mechanical Engineers: Basic Engineering, series D",
	year = "1961",
	volume = "83",
	month = "March",
	pages = "95--108"
}

@Unpublished{ Frakt97,
	author = "A. Frakt",
	title = "A realization theory for multiscale autoregressive stochastic models",
	note = "PhD thesis proposal",
	year = 1997,
	month = "November"
}

@InProceedings{ Frakt98,
	author = "A. Frakt and A. Willsky",
	title = "Efficient multiscale stochastic realization",
	booktitle = "IEEE International Conference on Acoustics, Speech, and Signal Processing",
	year = "1998",
	address = "Seattle, WA",
	month = "May"
}

@InProceedings{ Frakt98nov,
	author = "A. Frakt and A. Willsky",
	title = "Multiscale autoregressive models and the stochastic realization problem",
	booktitle = "Asilomar Conference on Signals, Systems, and Computers",
	year = "1998",
	address = "Asilomar, CA",
	month = "November"
}

@Article{ Frakt98fall,
	author = "A. Frakt and A. Willsky",
	title = "Computationally Efficient Stochastic Realization for Internal Multiscale Autoregressive Models",
	journal = "Mult. Sys. and Sig. Proc.",
	note = "To appear",
	year = "2000"
}

%  volume = 	 {},
%  number = 	 {},
%  month = 	 {},
%  pages = 	 {},

@Article{ Daoudi98,
	author = "K. Daoudi and A. Frakt and A. Willsky",
	title = "Multiscale autoregressive models and wavelets",
	journal = "IEEE Transactions on Information Theory",
	year = "1999",
	volume = "45",
	number = "3",
	month = "April",
	pages = "828--845"
}

@Article{ Fabre96,
	author = "E. Fabre",
	title = "New fast smoothers for multiscale systems",
	journal = "IEEE Transactions on Signal Processing",
	year = "1996",
	volume = "44",
	number = "8",
	month = "August",
	pages = "1893--1911"
}

@TechReport{ Fraser67,
	author = "D. C. Fraser",
	title = "A new technique for the optimal smoothing of data",
	institution = "Massachusetts Institute of Technology",
	year = 1967
}

@Article{ Kumar99,
	author = "P. Kumar",
	title = "A multiple scale state-space model for characterizing subgrid scale variability of near-surface soil moisture",
	journal = "IEEE Transactions on Geoscience and Remote Sensing",
	year = "1999",
	volume = "37",
	number = "1",
	month = "January",
	pages = "182--197"
}

@InProceedings{ Schroeder98,
	author = "J. Schroeder and D. Howard",
	title = "Multiscale modeling for target detection in complex synthetic aperture radar",
	booktitle = "Proceedings of the Asilomar Conference on Signals, Systems, and Signal Processing",
	year = "1998",
	month = "November"
}

@PhDThesis{ Kannan97,
	author = "A. Kannan",
	title = "Adaptation of spectral trajectory models for {LVCSR}",
	school = "Boston University",
	year = "1997"
}

@InProceedings{ Kannan97b,
	author = "A. Kannan and M. Ostendorf",
	title = "Modeling dependence in adaptation of acoustic models using multiscale tree processes",
	booktitle = "Proceedings of EUROSPEECH",
	year = "1997",
	pages = "1863--1866"
}

@InProceedings{ Kannan99,
	author = "A. Kannan and S. Khudanpur",
	title = "Tree-structured models of parameter dependence for rapid adaptation in large vocabulary conversational speech recognition",
	booktitle = "IEEE International Conference on Acousitcs, Speech, and Signal Processing",
	year = "1999",
	address = "Phoenix, Arizona"
}

@Article{ Rosenfeld77,
	AUTHOR = "A. Rosenfeld and B. Vanderbrug",
	TITLE = "Coarse-fine template matching",
	JOURNAL = smc,
	YEAR = "1977",
	VOLUME = "7",
	PAGES = "104--107"
}

@Article{ Rosenfeld71,
	AUTHOR = "A. Rosenfeld and M. Thurston",
	TITLE = "Edge and curve detection for visual scene analysis",
	JOURNAL = "IEEE Trans. on Computing",
	YEAR = "1971",
	VOLUME = "20",
	PAGES = "512--569"
}

@Article{ Tewfik92,
	AUTHOR = "A. H. Tewfik and M. Kim",
	TITLE = "Correlation structure of the discrete wavelet coefficients of fractional {B}rownian motion",
	JOURNAL = it,
	YEAR = "1992",
	VOLUME = "38",
	MONTH = "March",
	PAGES = "904--909"
}

@Article{ Marr80,
	AUTHOR = "D. Marr and E. Hildreth",
	TITLE = "Theory of edge detection",
	JOURNAL = prsl,
	YEAR = "1980",
	VOLUME = "B",
	PAGES = "187--217"
}

@Article{ Srinivasan82,
	AUTHOR = "MV Srinivasan and SB Laughlin and A Dubs",
	TITLE = "Predictive coding: a fresh view of inhibition in the retina",
	JOURNAL = "Proceedings of the Royal Society of London ",
	YEAR = " 1982 ",
	VOLUME = " B 216 ",
	PAGES = "427--459 "
}

@InCollection{ barlow:61a,
	AUTHOR = "HB Barlow",
	TITLE = " Possible principles underlying the transformation of sensory messages",
	BOOKTITLE = " Sensory Communication",
	EDITOR = "WA Rosenblith",
	YEAR = " 1961",
	PUBLISHER = "MIT Press Cambridge MA"
}

@InCollection{ barlow:61b,
	AUTHOR = "Horace B Barlow",
	TITLE = " Sensory mechanisms, the reduction of redundancy, and intelligence",
	BOOKTITLE = "Proceedings of the national physical laboratory symposium on the mechanisation of thought processes",
	EDITOR = "",
	YEAR = " 1961",
	PUBLISHER = "H.M. Stationery Office, London"
}

@InCollection{ barlow:90,
	AUTHOR = "Horace B Barlow",
	TITLE = "A theory about the functional role and synaptic mechanism of visual aftereffects",
	BOOKTITLE = "Vision:Coding and Efficiency",
	EDITOR = "C Blakemore",
	YEAR = "1990",
	PUBLISHER = "Cambridge University Press"
}

@InCollection{ barlow:foldiak:89,
	AUTHOR = "Horace B Barlow and P Foldiak",
	TITLE = "Adaptation and decorrelation in the cortex",
	BOOKTITLE = "The Computing Neuron",
	EDITOR = "R Durbin and C Miall and G Mitchinson",
	YEAR = "1989",
	PUBLISHER = "Addison-Wellesley, New York"
}

@InCollection{ dong:96,
	AUTHOR = "DW Dong",
	TITLE = "Associative decorrelation dynamics in visual cortex",
	BOOKTITLE = "Lateral Interactions in the Cortex: Structure and Function",
	EDITOR = "J Sirosh and R Miikkulainen and Y Choe",
	YEAR = "1996",
	PUBLISHER = "Austin, TX"
}

@Article{ Atick90,
	AUTHOR = "JJ Atick and AN Redlich",
	TITLE = "Towards a theory of early visual processing",
	JOURNAL = "Neural Computation",
	YEAR = " 1990",
	VOLUME = " 2 ",
	PAGES = " 308--320 "
}

@Article{ Atick92,
	AUTHOR = "JJ Atick and AN Redlich",
	TITLE = "What does the retina know about natural scenes?",
	JOURNAL = "Neural Computation",
	YEAR = 1992,
	VOLUME = 4,
	PAGES = "196--210"
}

@Article{ li:atick:94,
	AUTHOR = "Z Li and JJ Redlich",
	TITLE = "Toward a Theory of the Striate Cortex",
	JOURNAL = "Neural Computation",
	YEAR = 1994,
	VOLUME = 6,
	PAGES = "127--146"
}

@Article{ schaaf:hateren:96a,
	AUTHOR = "A. {van der Schaaf} and J.J. {van Hateren}",
	TITLE = "Modelling the power spectra of natural images: Statistics and Information",
	JOURNAL = "Vision Research",
	YEAR = "1996",
	VOLUME = "36",
	PAGES = "2759--2770"
}

@Article{ Ruderman94b,
	AUTHOR = "DL Ruderman and William Bialek",
	TITLE = "Statistics of natural images: scaling in the woods",
	JOURNAL = "Physical Review Letters",
	YEAR = "1994",
	VOLUME = "73",
	PAGES = "814--817"
}

@Article{ Hateren92b,
	AUTHOR = "JJ {van Hateren}",
	TITLE = "Theoretical predictions of spatiotemporal receptive fields of fly LMCs, and experimental validation",
	JOURNAL = "Journal of Comparative Physiology",
	YEAR = "1992",
	VOLUME = "A 171",
	PAGES = "157--170"
}

@Article{ Hateren92a,
	AUTHOR = "JJ {van Hateren}",
	TITLE = "Real and optimal neural images in early vision",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "360",
	PAGES = "68--69"
}

@Article{ Hateren92c,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "A theory of maximizing sensory information",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "68",
	PAGES = "23--29"
}

@Article{ Hateren93,
	AUTHOR = "JJ {van Hateren}",
	TITLE = "Spatiotemporal contrast sensitivity of early vision",
	JOURNAL = "Vision Research",
	YEAR = "1993",
	VOLUME = "33",
	PAGES = "257--267"
}

@Article{ regan:beverley:85,
	AUTHOR = "David Regan and KI Beverley",
	TITLE = "Postadaptation orientation discrimination",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1985",
	VOLUME = "2",
	PAGES = "147--155"
}

@Article{ barlow:levick:76,
	AUTHOR = "HB Barlow and WR Levick",
	TITLE = "Threshold setting by the surround of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1976",
	VOLUME = "259",
	PAGES = "737--757"
}

@Article{ barlow:levick:69,
	AUTHOR = "HB Barlow and WR Levick",
	TITLE = "Three factors limiting the reliable detection of light by retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "200",
	PAGES = "1--24"
}

@Article{ attneave:54,
	AUTHOR = "F Attneave",
	TITLE = "Informational aspects of visual processing",
	JOURNAL = "Psychological Review",
	YEAR = "1954",
	VOLUME = "61",
	PAGES = "183--193"
}

@Book{ shannon:weaver:49,
	AUTHOR = "CE Shannon and W Weaver",
	TITLE = "The Mathematical Theory of Communication",
	PUBLISHER = "The University of Illinois Press",
	ADDRESS = "Urbana",
	YEAR = "1949"
}

@Book{ gelfand:fomin:63,
	AUTHOR = "IM Gel'fand and SV Fomin",
	TITLE = "Calculus of variations",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Eaglewood Cliffs, New Jersey",
	YEAR = "1963"
}

@Book{ marr:82,
	AUTHOR = "D Marr",
	TITLE = "Vision: A computational investigation into the human representation and processing of visual information",
	PUBLISHER = "WH Freeman",
	ADDRESS = "San Francisco",
	YEAR = "1982"
}

@Book{ papoulis:65,
	AUTHOR = "A Papoulis",
	TITLE = "Probability, Random Variables, and Stochastic Processes",
	PUBLISHER = "Mc{G}raw Hill",
	ADDRESS = "New York",
	YEAR = "1965"
}

@Book{ doob:53,
	AUTHOR = "JL Doob",
	TITLE = "Stochastic Processes",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1953"
}

@Book{ cover:thomas:91,
	AUTHOR = "TM Cover and JA Thomas",
	TITLE = "Elements of Information Theory",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1991"
}

@Article{ enr:rob,
	AUTHOR = "C Enroth-Cugell and J.G. Robson",
	TITLE = "The contrast sensitivity of retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "517--552"
}

@Article{ enr:sha,
	AUTHOR = "C Enroth-Cugell and R Shapley",
	TITLE = "Adaptation and dynamics of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1973",
	VOLUME = "233",
	PAGES = "271--309"
}

@Article{ dong:atick:96a,
	AUTHOR = "D Dong and JJ Atick",
	TITLE = "Statistics of natural time-varying images",
	JOURNAL = "Network: Computation in neural systems",
	YEAR = "1996",
	VOLUME = "6",
	PAGES = "345--358"
}

@Article{ dong:atick:96b,
	AUTHOR = "DW Dong and JJ Atick",
	TITLE = "Spatiotemporal Coupling and Scaling of Natural Images and Visual Sensitivity",
	JOURNAL = "",
	YEAR = "",
	VOLUME = "",
	PAGES = ""
}

@Article{ movshon:blakemore:73,
	AUTHOR = "JA Movshon and C Blakemore",
	TITLE = "Orientation specificity and spatial selectivity in human vision",
	JOURNAL = "Perception",
	YEAR = "1973",
	VOLUME = "2",
	PAGES = "53--60"
}

@Article{ blakemore:campbell:69,
	AUTHOR = "C Blakemore and FW Campbell",
	TITLE = "On the existence of neurones in the human visual system selectively sensitive to the orientation and size of retinal images",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "203",
	PAGES = "237--260"
}

@Article{ blakemore:nachmias:71,
	AUTHOR = "C Blakemore and J Nachmias",
	TITLE = "The orientation specificity of two visual after-effects",
	JOURNAL = "Journal of Physiology",
	YEAR = "1971",
	VOLUME = "213",
	PAGES = "157--174"
}

@Article{ gilinsky:68,
	AUTHOR = "AS Gilinksy",
	TITLE = "Orientation-specific effects of patterns of adapting light on visual acuity",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1968",
	VOLUME = "58",
	PAGES = "13--18"
}

@Article{ dick,
	AUTHOR = "P Weene and R Held",
	TITLE = "Changes in perceived size of angle as a function of orientation in the frontal plane",
	JOURNAL = "Journal of Experimental Psychology",
	YEAR = "1966",
	VOLUME = "71",
	PAGES = "55--59"
}

@Article{ pantle:sekuler:68,
	AUTHOR = "Alan Pantle and Robert W Sekuler",
	TITLE = "Size-detecting mechanisms in human vision",
	JOURNAL = "Science",
	YEAR = "1968",
	VOLUME = "162",
	PAGES = "1146--1148"
}

@Article{ hub:one,
	AUTHOR = "David H Hubel and Torsten N Wiesel",
	TITLE = "Receptive fields, binocular interaction and functional architecture in the cat's visual cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "160",
	PAGES = "106--154"
}

@Article{ hub:two,
	AUTHOR = "David H Hubel and Torsten N Wiesel",
	TITLE = "Receptive fields and functional architecture of monkey striate cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "195",
	PAGES = "215--243"
}

@Article{ addams:34,
	AUTHOR = "R Addams",
	TITLE = "An account of a peculiar optical phenomenon seen after having looked at a moving body",
	JOURNAL = "London and Edinburgh Philosophical Magazine and Journal of Science",
	YEAR = "1834",
	VOLUME = "5",
	PAGES = "373--374"
}

@Article{ wohlgemuth:11,
	AUTHOR = "W Wohlgemuth",
	TITLE = "On the after-effect of seen movement",
	JOURNAL = "British Journal of Psychology, Monograph Supplement",
	YEAR = "1911",
	VOLUME = "1",
	PAGES = "1--117"
}

@Article{ gibson:radner:37,
	AUTHOR = "JJ Gibson and M Radner",
	TITLE = "Adaptation, after-effect and contrast in the perception of tilted lines: {I}. Quantitative studies",
	JOURNAL = "Journal of Experimental Psychology",
	YEAR = "1937",
	VOLUME = "20",
	PAGES = "453--467"
}

@Article{ bar:hill,
	AUTHOR = "H B Barlow and R M Hill",
	TITLE = "Evidence for a physiological explanation of the waterfall illusion and figural aftereffects",
	JOURNAL = "Nature (London)",
	YEAR = "1963",
	VOLUME = "200",
	PAGES = "1345--1347"
}

@Article{ hamm1,
	AUTHOR = "P Hammond and G S V Mouat and A T Smith",
	TITLE = "Motion aftereffects in cat striate cortex elicited by moving texture",
	JOURNAL = "Vision Research",
	YEAR = "1986",
	VOLUME = "26",
	PAGES = "1055--1060"
}

@Article{ hamm2,
	AUTHOR = "P Hammond and C J D Pomfrett and B Ahmed",
	TITLE = "Neural motion aftereffects in the cat's striate cortex: Orientation selectivity",
	JOURNAL = "Vision Research",
	YEAR = "1989",
	VOLUME = "29",
	PAGES = "1671--1683"
}

@Article{ wender-88,
	AUTHOR = "P. Wenderoth and S. Johnstone",
	TITLE = "The different mechanisms of the direct and indirect tilt illusions",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "301--312"
}

@Article{ wender-89,
	AUTHOR = "P. Wenderoth and R. {van der Zwan}",
	TITLE = "The effects of exposure duration and surrounding frames on direct and indirect tilt aftereffects and illusions",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1989",
	VOLUME = "46",
	PAGES = "338--344"
}

@Article{ toldean-87,
	AUTHOR = "D.J. Tolhurst and A.F. Dean",
	TITLE = "Spatial summation by simple cells in the striate cortex of the cat",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1987",
	VOLUME = "66",
	PAGES = "607--620"
}

@Article{ tol-heeger-97,
	AUTHOR = "D.J. Tolhurst and D.J. Heeger",
	TITLE = "Comparison of contrast-normalization and threshold models of the responses of simple cells in cat striate cortex",
	JOURNAL = "Visual Neuroscience",
	YEAR = "1997",
	VOLUME = "14",
	PAGES = "293--309"
}

@Article{ heeger-93,
	AUTHOR = "D.J. Heeger",
	TITLE = "Modeling simple-cell direction selectivity with normalized, half-squared, linear operators",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "1885--1898"
}

@Article{ frome:levinson:79a,
	AUTHOR = "F.S. Frome and J. Z. Levinson and J.T. Danielson and J. E. Clavadetscher",
	TITLE = "Shifts in perception of size after adaptation to gratings",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1327--1329"
}

@Article{ frome:levinson:79b,
	AUTHOR = "J. Z. Levinson and F. S. Frome",
	TITLE = "Perception of size of one object among many",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1425--1426"
}

@Article{ das:gilbert:95,
	AUTHOR = "A. Das and C. Gilbert",
	TITLE = "Receptive field expansion in adult visual cortex is linked to dynamic changes in strength of cortical connections",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1995",
	VOLUME = "74",
	PAGES = "779--792"
}

@Article{ kapadia:gilbert:94,
	AUTHOR = "M.K. Kapadia and C. D. Gilbert and G Westheimer",
	TITLE = "A quantitative measure for short-term cortical plasticity in human vision",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1994",
	VOLUME = "14",
	PAGES = "451--457"
}

@Article{ gilbert:wiesel:92,
	AUTHOR = "C.D. Gilbert and T.N. Wiesel",
	TITLE = "Receptive field dynamics in adult primary visual cortex",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "256",
	PAGES = "150--152"
}

@Article{ creutz-75,
	AUTHOR = "O.D. Creutzfeld and P Heggelund",
	TITLE = "Neural plasticity in visual cortex of adult cats after exposure to visual patterns",
	JOURNAL = "Science",
	YEAR = "1975",
	VOLUME = "188",
	PAGES = "1025--1027"
}

@Article{ valois-82,
	AUTHOR = "R.L. {de Valois} and E.W. Yund and N. Hepler",
	TITLE = "The orientation and direction selectivity of cells in macaque visual cortex",
	JOURNAL = "Vision Research",
	YEAR = "1982",
	VOLUME = "22",
	PAGES = "531--544"
}

@Article{ hammond-78,
	AUTHOR = "P. Hammond and D.P. Andrews",
	TITLE = "Orientation tuning of cells in areas 17 and 18 of the cat's visual cortex",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1979",
	VOLUME = "31",
	PAGES = "341--351"
}

@Article{ thomas-79,
	AUTHOR = "J.P. Thomas and J. Gille",
	TITLE = "Bandwidths of orientation channels in human vision",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "652--660"
}

@Article{ snowden-92,
	AUTHOR = "R.J. Snowden",
	TITLE = "Orientation bandwidth: the effect of spatial and temporal frequency",
	JOURNAL = "Vision Research",
	YEAR = "1992",
	VOLUME = "32",
	PAGES = "1965--1974"
}

@Article{ phillips-84,
	AUTHOR = "G.C. Phillips and H.R. Wilson",
	TITLE = "Orientation bandwidths of spatial bandwidths measured by masking",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1984",
	VOLUME = "1",
	PAGES = "226--232"
}

@Article{ burr-91,
	AUTHOR = "D.C. Burr and S.A. Wijesundra",
	TITLE = "Orientation discrimination depends on spatial frequency",
	JOURNAL = "Vision Research",
	YEAR = "1991",
	VOLUME = "31",
	PAGES = "1449--1452"
}

@Article{ giaschi-93,
	AUTHOR = "D. Giaschi and R. Douglas and S. Marlin and M. Cynader",
	TITLE = "The time course of direction-selective adaptation in simple and complex cells in cat striate cortex",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "2024--2034"
}

@Article{ laughlin-89,
	AUTHOR = "SB Laughlin",
	TITLE = "The role of sensory adaptation in the retina",
	JOURNAL = "Journal of Experimental Biology",
	YEAR = "1989",
	VOLUME = "146",
	PAGES = "39--62"
}

@Article{ laughlin-81,
	AUTHOR = "SB Laughlin",
	TITLE = "A simple coding procedure enhances a neuron's information capacity",
	JOURNAL = "Z. Naturforsch",
	YEAR = "1981",
	VOLUME = "36c",
	PAGES = "910--912"
}

@Article{ maunsell:neuro:97,
	AUTHOR = "GH Ghose and JHR Maunsell",
	TITLE = "Perceptual learning can selectively alter neural response in primate {V}1",
	JOURNAL = "Society for Neuroscience Abstracts",
	YEAR = "1997",
	VOLUME = "603.6",
	PAGES = "1544"
}

@Article{ Bell95,
	AUTHOR = "AJ Bell and TJ Sejnowski",
	TITLE = "An information-maximisation approach to blind separation and blind deconvolution",
	JOURNAL = "Neural Computation",
	YEAR = "1995",
	VOLUME = "7",
	PAGES = "1004--1034"
}

@Unpublished{ Bell98,
	AUTHOR = "AJ Bell and TJ Sejnowski",
	TITLE = "The Independent Components of Natural Scenes are Edge Filters",
	YEAR = 1998,
	NOTE = "Submitted to Vision Research"
}

@Article{ maffei-76,
	AUTHOR = "L Maffei and A Fiorentini",
	TITLE = "The unresponsive regions of visual cortical receptive fields",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1131--1139"
}

@Article{ nelson-78,
	AUTHOR = "JI Nelson and BJ Frost",
	TITLE = "Orientation-selective inhibition from beyond the classic visual receptive field",
	JOURNAL = "Brain Research",
	YEAR = "1978",
	VOLUME = "139",
	PAGES = "359--365"
}

@Article{ morrone-82,
	AUTHOR = "MC Morrone and DC Burr and L Maffei",
	TITLE = "Functional implications of cross-orientation inhibition of cortical visual cells: {I} {N}europhysiological evidence",
	JOURNAL = "Proceedings of the Royal Society of London B",
	YEAR = "1982",
	VOLUME = "216",
	PAGES = "335--354"
}

@Article{ campbell:maffei:71,
	AUTHOR = "FW Campbell and L Maffei",
	TITLE = "The tilt-aftereffect: {A} fresh look",
	JOURNAL = "Vision Research",
	YEAR = "1971",
	VOLUME = "11",
	PAGES = "833--840"
}

@Article{ schaaf:hateren:96b,
	AUTHOR = "A {van der Schaaf} and JH {van Hateren}",
	TITLE = "Temporal Properties of natural scenes",
	JOURNAL = "{IS}\&{T}/{SPIE} Proceedings (Human Vision and Electronic Imaging",
	YEAR = "1996",
	VOLUME = "2657",
	PAGES = "139--143"
}

@Article{ ruderman-94,
	AUTHOR = "DL Ruderman",
	TITLE = "Designing receptive fields for highest fidelity",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1994",
	VOLUME = "5",
	PAGES = "147--155"
}

@Article{ switkes:mayer:78,
	AUTHOR = "E Switkes and MJ Mayer and JA Sloan",
	TITLE = "Spatial frequency analysis of the visual environment: anisotropy and the carpentered environment hypothesis",
	JOURNAL = "Vision Research",
	YEAR = "1978",
	VOLUME = "18",
	PAGES = "1393--1399"
}

@Article{ knill:field:90,
	AUTHOR = "DC Knill and D Field and D Kersten",
	TITLE = "Human discrimination of fractal images",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1990",
	VOLUME = "7 A",
	PAGES = "1113--1123"
}

@Article{ campbell:robson:68,
	AUTHOR = "FW Campbell and JG Robson",
	TITLE = "Application of {F}ourier analysis to the visibility of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1968",
	VOLUME = "197",
	PAGES = "551--566"
}

@Article{ tolhurst:tadmor:92,
	AUTHOR = "DJ Tolhurst and Y Tadmor and T Chao",
	TITLE = "Amplitude spectra of natural images",
	JOURNAL = "Opthalmic and Physiological Optics",
	YEAR = "1992",
	VOLUME = "12",
	PAGES = "229--232"
}

@Article{ campbell:kulikowski:66,
	AUTHOR = "FW Campbell and JJ Kulikowski and J Levinson",
	TITLE = "The effect of orientation on the visual resolution of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "427--436"
}

@Article{ berkeley:kitterle:75,
	AUTHOR = "MA Berkeley and F Kitterle and DW Watkins",
	TITLE = "Grating visibility as a function of orientation and retinal eccentricity",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "239--244"
}

@Article{ heeley:timney:88,
	AUTHOR = "DW Heeley and B Timney",
	TITLE = "Meridional anisotropies of orientation discrimination for sine wave gratings",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "337--344"
}

@Article{ appelle:72,
	AUTHOR = "S Appelle",
	TITLE = "Perception and discrimination as a function of orientation: the ``oblique effect'' in man and animals",
	JOURNAL = "Psychological Bulletin",
	YEAR = "1972",
	VOLUME = "78",
	PAGES = "266--278"
}

@Article{ mitchell:freeman:67,
	AUTHOR = "DE Mitchell and RD Freeman and G Westheimer",
	TITLE = "Effect of orientation on the modulation sensitivity for interference fringes on the retina",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "246--249"
}

@Article{ banks:stolarz:75,
	AUTHOR = "MS Banks and SJ Stolarz",
	TITLE = "The effects of head tilt on meridional differences in acuity: implications for orientation constancy",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1975",
	VOLUME = "17",
	PAGES = "17--22"
}

@Article{ devalois:morgan:74,
	AUTHOR = "RL {de {V}alois} and H Morgan and DM Snodderly",
	TITLE = "Psychophysical studies of monkey vision {I}{I}{I}: Spatial luminance contrast sensitivity tests of macaque and human observers",
	JOURNAL = "Vision Research",
	YEAR = "1974",
	VOLUME = "14",
	PAGES = "75--81"
}

@Article{ kelly:79,
	AUTHOR = "DH Kelly",
	TITLE = "Motion and Vision {I}{I}: Stabilized spatio-temporal threshold surface",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "1340--1349"
}

@Article{ patel:66,
	AUTHOR = "AS Patel",
	TITLE = "Spatial resolution by the human visual system",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1966",
	VOLUME = "56",
	PAGES = "689--694"
}

@Article{ barlow:macleod:76,
	AUTHOR = "HB Barlow and DIA Mac{L}eod and A {van Meeteren}",
	TITLE = "Adaptation to gratings: {N}o compensatory advantages found",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1043--1045"
}

@Article{ blakemore:nachmias:70,
	AUTHOR = "C Blakemore and J Nachmias and P Sutton",
	TITLE = "The perceived spatial frequency shift: evidence for frequency-selective neurones in the human brain",
	JOURNAL = "Journal of Physiology, London",
	YEAR = "1970",
	VOLUME = "210",
	PAGES = "727--750"
}

@Article{ devalois:77,
	AUTHOR = "KK {de {V}alois}",
	TITLE = "Spatial frequency adaptation can enhance contrast sensitivity",
	JOURNAL = "Vision Research",
	YEAR = "1977",
	VOLUME = "17",
	PAGES = "1057--1065"
}

@Article{ emsley:25,
	AUTHOR = "HH Emsley",
	TITLE = "Irregular astigmatism of the eye: effect of correcting lenses",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1925",
	VOLUME = "27",
	PAGES = "28--41"
}

@Article{ hamblin:winser:27,
	AUTHOR = "JR Hamblin and TH Winser",
	TITLE = "On the resolution of gratings by the astigmatic eye",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1927",
	VOLUME = "29",
	PAGES = "28--42"
}

@Article{ leibowitz:53,
	AUTHOR = "H Leibowitz",
	TITLE = "Some observations and theory on the variation of visual acuity with the orientation of the test object",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1953",
	VOLUME = "43",
	PAGES = "902--905"
}

@Article{ schreiber:56,
	AUTHOR = "WF Schreiber",
	TITLE = "The measurement of third-order probability distributions of television signals",
	JOURNAL = "IRE Transactions on Information Theory",
	YEAR = "1956",
	VOLUME = "IT-2",
	PAGES = "94--105"
}

@Article{ lillywhite:laughlin:79,
	AUTHOR = "PG Lillywhite and SB Laughlin",
	TITLE = "Transducer noise in a photoreceptor",
	JOURNAL = "Nature",
	YEAR = "1979",
	VOLUME = "277",
	PAGES = "569--572"
}

@Article{ vogels:90,
	AUTHOR = "R Vogels",
	TITLE = "Population coding of stimulus orientation by striate cortical cells",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1990",
	VOLUME = "64",
	PAGES = "25--31"
}

@Article{ zohary:92,
	AUTHOR = "E Zohary",
	TITLE = "Population coding of visual stimuli by neurons tuned to more than one dimension",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "66",
	PAGES = "265--272"
}

@Article{ tolhurst:thompson:75,
	AUTHOR = "DJ Tolhurst and JG Thompson",
	TITLE = "Orientation illusions and after-effects: inhibition between channels",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "967--972"
}

@Article{ dealy:tolhurst:74,
	AUTHOR = "RS Dealy and RJ Tolhurst",
	TITLE = "Is spatial adaptation an after-effect of prolonged inhibition?",
	JOURNAL = "Journal of Physiology",
	YEAR = "1974",
	VOLUME = "241",
	PAGES = "261--270"
}

@Article{ vidyasagar:90,
	AUTHOR = "TR Vidyasagar",
	TITLE = "Pattern adaptation in cat visual cortex is a co-operative phenomenon",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1990",
	VOLUME = "36",
	PAGES = "175--179"
}

@Article{ freeman:thibos:75,
	AUTHOR = "RD Freeman and LN Thibos",
	TITLE = "Contrast Sensitivity in Humans with abnormal visual experience",
	JOURNAL = "Journal of Physiology",
	YEAR = "1975",
	VOLUME = "247",
	PAGES = "687--710"
}

@Article{ vannes:bouman:67,
	AUTHOR = "FL {van {Nes}} and MA Bouman",
	TITLE = "Spatial modulation transfer in the human eye",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "401--406"
}

@Article{ campbell:green:65,
	AUTHOR = "FW Campbell and DG Green",
	TITLE = "Optical and retinal factors affecting visual resolution",
	JOURNAL = "Journal of Physiology",
	YEAR = "1965",
	VOLUME = "181",
	PAGES = "576--593"
}

@Article{ oliver:52,
	AUTHOR = "B M Oliver",
	TITLE = "Efficient Coding",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "724--750"
}

@Article{ harrison:52,
	AUTHOR = "C W Harrison",
	TITLE = "Experiments with linear prediction in television",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "764--783"
}

@Article{ magnussen:80,
	AUTHOR = "S Magnussen and W Kurtenbach",
	TITLE = "Linear summation of the tilt illusion and tilt aftereffect",
	JOURNAL = "Vision Research",
	YEAR = "1980",
	VOLUME = "20",
	PAGES = "39--42"
}

@Article{ annis:frost:73,
	AUTHOR = "R C Annis and B Frost",
	TITLE = "Human visual ecology and orientation anisotropies in acuity",
	JOURNAL = "Science",
	YEAR = "1973",
	VOLUME = "182",
	PAGES = "729--731"
}

@Article{ linsker:92,
	AUTHOR = "R Linsker",
	TITLE = "Local synaptic learning rules suffice to maximize mutual information in a linear network",
	JOURNAL = "Neural Computation",
	YEAR = "1992",
	VOLUME = "4",
	PAGES = "691--702"
}

%%% Neurosci abstract

@InProceedings{ Cavanaugh97,
	AUTHOR = "J R Cavanaugh and W Bair and J A Movshon",
	TITLE = "Orientation-Selective Setting of Contrast Gain by the Surrounds of Macaque Striate Cortex Neurons",
	BOOKTITLE = "Neurosci Abstracts",
	VOLUME = 23,
	PAGES = "227.2",
	YEAR = 1997
}

@Article{ Geisler92,
	AUTHOR = "W S Geisler and D G Albrecht",
	TITLE = "Cortical Neurons: Isolation of Contrast Gain Control",
	JOURNAL = "Vision Research",
	VOLUME = 8,
	PAGES = "1409--1410",
	YEAR = 1992
}

@Misc{ Muller98,
	AUTHOR = "J {M{\"u}ller} and J Krauskopf and P Lennie",
	NOTE = "Center for Visual Science, University of Rochester. Unpublished data.",
	YEAR = 1998
}

% *** There are a lot of Oja papers - not sure which one...writing few
% that might be relevant

@Article{ Oja82,
	AUTHOR = "E Oja",
	TITLE = "A Simplified Neuron Model as a Principal Component Analyzer",
	JOURNAL = "Journal of Mathematical Biology",
	VOLUME = 15,
	PAGES = "267--273",
	YEAR = 1982
}

@TechReport{ Oja93,
	TITLE = "A Nonlinear Symmetrical PCA Network Learns True Principal Components",
	AUTHOR = "E Oja",
	INSTITUTION = "Laboratory of Computer and Information Sciences, Helsinki University of Technology",
	NUMBER = "A18",
	MONTH = "September",
	YEAR = "1993"
}

% *** I think, but am not sure, that this is the paper you mean. It is
% mentioned in a paper by Hancock et al. on the principal components of
% natural images. 

@Article{ Sanger89,
	AUTHOR = "T D Sanger",
	TITLE = "Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network",
	JOURNAL = "Neural Networks",
	VOLUME = 2,
	PAGES = "459--473",
	YEAR = 1989
}

@Article{ Atick93,
	TITLE = "Convergent Algorithm for Sensory Receptive Field Development",
	AUTHOR = "J. J. Atick and A. N. Redlich",
	JOURNAL = "Neural Computation",
	VOLUME = 5,
	PAGES = "45--60",
	YEAR = 1993
}

%% July 7, 1999; MJW
%% Articles/books related to non-linear filtering
%% Please report any errors to mjwain_at_ mit.edu

%% --------------------------- RELEVANT/USEFUL BOOKS ----------------------------

%% ------------------ CHAPTERS etc. ----------------------------------------

% Very useful survey article on role of Lie in control

@InCollection{ Brockett73chap,
	AUTHOR = "R.W. Brockett",
	EDITOR = "{D.Q. Mayne} and R.W. Brockett",
	TITLE = "Lie algebras and Lie groups in control theory",
	BOOKTITLE = "Geometric methods in system theory: Proceedings of the {NATO} {ASI}",
	PUBLISHER = "D. Reidel Publishing Co.",
	ADDRESS = "Boston",
	YEAR = "1973",
	PAGES = "43--82"
}

@InCollection{ Isidori73,
	AUTHOR = "A. Isidori and A. Ruberti",
	EDITOR = "{D.Q. Mayne} and R.W. Brockett",
	TITLE = "Realization theory of bilinear systems",
	BOOKTITLE = "Geometric methods in system theory: Proceedings of the {NATO} {ASI}",
	PUBLISHER = "D. Reidel Publishing Co.",
	ADDRESS = "Boston",
	YEAR = "1973",
	PAGES = "83--130"
}

@InCollection{ Brockett74,
	AUTHOR = "R.W. Brockett",
	EDITOR = "A. Ruberti and R.R. Mohler",
	TITLE = "On the reachable set for bilinear systems",
	BOOKTITLE = "Variable structure systems with application to economics and biology",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	YEAR = "1974",
	PAGES = "54--63"
}

@InCollection{ Brockett80,
	AUTHOR = "R.W. Brockett and J.M.C. Clark",
	EDITOR = "O.L.R. Jacobs {et al.}",
	TITLE = "The geometry of the conditional density equation",
	BOOKTITLE = "Analysis and Optimisation of Stochastic Systems",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1980",
	PAGES = "299--310"
}

@InCollection{ Ocone80,
	AUTHOR = "S.K. Mitter {S.I. Marcus} and D. Ocone",
	EDITOR = "O.L.R. Jacobs {et al.}",
	TITLE = "Finite-dimensional nonlinear estimation for a class of systems in continuous and discrete time",
	BOOKTITLE = "Analysis and Optimisation of Stochastic Systems",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1980",
	PAGES = "287--405"
}

@InCollection{ Brockett81,
	AUTHOR = "R.W. Brockett",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "Nonlinear systems and nonlinear estimation theory",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "441--477"
}

@InCollection{ Hazewinkel81,
	AUTHOR = "M. Hazewinkel",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "A short tutorial on Lie algebras",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "95--108"
}

@InCollection{ Hazewinkel81b,
	AUTHOR = "M. Hazewinkel",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "A tutorial introduction to differentiable manifolds and vector fields",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "77--93"
}

@InCollection{ Davis81,
	AUTHOR = "M. Davis and M. Hazewinkel",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "An introduction to nonlinear filtering",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "53--75"
}

@InCollection{ Hazewinkel81c,
	AUTHOR = "M. Hazewinkel and S. Marcus",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "Some results and speculations on the role of Lie algebras in filtering",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "591--604"
}

@InCollection{ Ocone81,
	AUTHOR = "D. Ocone",
	EDITOR = "M. Hazewinkel and J.C. Willems",
	TITLE = "Finite dimensional estimation algebras in nonlinear filtering",
	BOOKTITLE = "Stochastic Systems: The Mathematics of Filtering and Identification and Applications",
	PUBLISHER = "D. Reidel",
	ADDRESS = "Dordrech",
	YEAR = "1981",
	PAGES = "629--636"
}

@InCollection{ Marcus80,
	AUTHOR = "C. Liu and S. Marcus",
	EDITOR = "C.I. Byrnes and C.F. Martin",
	TITLE = "The Lie algebraic structure of a class of finite-dimensional nonlinear filters",
	BOOKTITLE = "Algebraic and Geometric Methods in Linear System Theory",
	PUBLISHER = "American Mathematical Society",
	ADDRESS = "Providence",
	YEAR = "1980",
	PAGES = "277--297"
}

@InCollection{ Schuppen79,
	AUTHOR = "J.H. {van Schuppen}",
	EDITOR = "M. Kohlmann and W. Vogel",
	TITLE = "Stochastic filtering theory: a Discussion of concepts, methods and results",
	BOOKTITLE = "Stochastic Control Theory and Stochastic Differential Systems",
	PUBLISHER = "Springer-Verlag: Lecture notes in Control and Information sciences",
	ADDRESS = "New York",
	YEAR = "1979",
	PAGES = "209--226"
}

@InCollection{ Ocone81,
	AUTHOR = "D. Ocone",
	EDITOR = "N. Levan",
	TITLE = "Finite dimensionally computable statistics and estimation algebras in nonlinear filtering",
	BOOKTITLE = "International symposium on mathematical theory of networks and systems",
	PUBLISHER = "Western Periodicals",
	ADDRESS = "North Hollywood",
	YEAR = "1981",
	PAGES = "211--215"
}

@InCollection{ Brockett72chap,
	AUTHOR = "R.W. Brockett",
	EDITOR = "R.R. Mohler and A Ruberti",
	TITLE = "On the algebraic structure of bilinear systems",
	BOOKTITLE = "Theory and applications of variable structure systems",
	PUBLISHER = "Academic Press",
	ADDRESS = "New York",
	YEAR = "1972",
	PAGES = "153--168"
}

@InCollection{ Brockett97,
	AUTHOR = "R.W. Brockett",
	EDITOR = "C.I. Byrnes {et al.}",
	TITLE = "Notes on stochastic processes on manifolds",
	BOOKTITLE = "Systems and control in the twenty-first century",
	PUBLISHER = "Birkhausen",
	ADDRESS = "Boston",
	YEAR = "1997",
	PAGES = "75--100"
}

% -------------------------- ARTICLES -------------------------------------------------

% Very useful exposition of Lie algebraic approach to nonlinear filtering
% Helpful reference section

@Article{ Marcus84,
	AUTHOR = "S.I. Marcus",
	TITLE = "Algebraic and geometric methods in nonlinear filtering",
	JOURNAL = siamjcont,
	YEAR = "1984",
	VOLUME = "22",
	MONTH = "November",
	PAGES = "817--844"
}

% Essentially the fourth chapter of Marcus Ph.D., establishing how
% finite dim. optimal estimation can be performed for
%  eta = Gaussian process
%  x = certain kind of nonlinear function of eta
%  y = noisy observations of eta (in white noise)

@Article{ Marcus78,
	AUTHOR = "{S.I. Marcus} and A.S. Willsky",
	TITLE = "Algebraic structure and finite dimensional nonlinear estimation",
	JOURNAL = siamjmanal,
	YEAR = "1978",
	VOLUME = "9",
	MONTH = "April",
	PAGES = "313--327"
}

@Article{ WWong83,
	AUTHOR = "W.S. Wong",
	TITLE = "New classes of finite-dimensional nonlinear filters",
	JOURNAL = syscon,
	YEAR = "1983",
	VOLUME = "3",
	MONTH = "August",
	PAGES = "155--164"
}

@Article{ Marcus83,
	AUTHOR = "S.I. Marcus {P.S. Krishnaprasad} and M. Hazewinkel",
	TITLE = "Current algebras and the identification problem",
	JOURNAL = "Stochastics",
	YEAR = "1983",
	VOLUME = "11",
	PAGES = "65--101"
}

@Article{ Lo79,
	AUTHOR = "S.D. Chikte and J.T. Lo",
	TITLE = "Optimal filters for bilinear systems with nilpotent Lie algebras",
	JOURNAL = ac,
	YEAR = "1979",
	VOLUME = "AC-24",
	MONTH = "6",
	PAGES = "948--953"
}

@Article{ Marcus79,
	AUTHOR = "S.I. Marcus",
	TITLE = "Optimal nonlinear estimation for a class of discrete-time stochastic systems",
	JOURNAL = ac,
	YEAR = "1979",
	VOLUME = "AC-24, 2",
	MONTH = "April",
	PAGES = "297--302"
}

% Important paper 

@Article{ Brockett72,
	AUTHOR = "R.W. Brockett",
	TITLE = "System theory on group manifolds and coset spaces",
	JOURNAL = siamc,
	YEAR = "1972",
	VOLUME = "10(2)",
	PAGES = "265--284"
}

@Article{ Brockett73,
	AUTHOR = "R.W. Brockett",
	TITLE = "Lie theory and control systems defined on spheres",
	JOURNAL = siamjam,
	YEAR = "1973",
	VOLUME = "25(2)",
	PAGES = "213--225"
}

@Article{ Hazewinkel82,
	AUTHOR = "{M. Hazewinkel} and S.I. Marcus",
	TITLE = "On Lie algebras and finite dimensional filtering",
	JOURNAL = "Stochastics",
	YEAR = "1982",
	VOLUME = "7",
	PAGES = "29--62",
	NOTE = ""
}

@Article{ Hestenes52,
	AUTHOR = "M.R. Hestenes and E. L. Stiefel",
	TITLE = "Methods of conjugate gradients for solving linear systems",
	JOURNAL = "Jour. Res. Nat. Bur. Standards Sec. B",
	YEAR = "1952",
	VOLUME = "49",
	MONTH = "",
	PAGES = "409--436"
}

% Empirical Bayesian argument for James-Stein estimator; cited by John Richards

@Article{ Efron72,
	AUTHOR = "B. Efron and C. N. Morris",
	TITLE = "Limiting the risk of {B}ayes and empirical {B}ayes estimators -- part {II}: The empirical {B}ayes case",
	JOURNAL = "Journal of the American Statistical Association",
	YEAR = "1972",
	VOLUME = "67",
	PAGES = "130--139"
}

% Original James-Stein article

@InProceedings{ James61,
	TITLE = "Estimation with quadratic loss",
	AUTHOR = "W. James and C. Stein",
	BOOKTITLE = "Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability",
	VOLUME = 1,
	PAGES = "361--379",
	YEAR = "1961"
}

@InProceedings{ Weiss07,
	TITLE = "Minimizing and learning energy functions for side-chain prediction",
	AUTHOR = "C. Yanover and O. Schueler-Furman and Y. Weiss",
	BOOKTITLE = "{RECOMB}",
	VOLUME = 1,
	EDITORS = "T. Speed and H. Huang",
	PAGES = "381--395",
	YEAR = "2007"
}

% List of references for Adaptation as Optimal Information Transmission
% Updated April 14th, 1999 to modern style (e.g. Name99)

@Article{ Shapley84,
	AUTHOR = "R. Shapley and C. Enroth-Cugell",
	TITLE = "Visual adaptation and retinal gain control",
	JOURNAL = "Progress in Retinal Research",
	YEAR = "1984",
	VOLUME = "3",
	PAGES = "263--346"
}

@Article{ Srinivasan82,
	AUTHOR = "M.V. Srinivasan and S.B. Laughlin and A. Dubs",
	TITLE = "Predictive coding: a fresh view of inhibition in the retina",
	JOURNAL = "Proceedings of the Royal Society of London ",
	YEAR = " 1982 ",
	VOLUME = " B 216 ",
	PAGES = "427--459 "
}

@InCollection{ Barlow61a,
	AUTHOR = "H.B. Barlow",
	TITLE = " Possible principles underlying the transformation of sensory messages",
	BOOKTITLE = " Sensory Communication",
	EDITOR = "WA Rosenblith",
	YEAR = " 1961",
	PUBLISHER = "MIT Press Cambridge MA"
}

@InCollection{ Barlow61b,
	AUTHOR = "H.B. Barlow",
	TITLE = " Sensory mechanisms, the reduction of redundancy, and intelligence",
	BOOKTITLE = "Proceedings of the national physical laboratory symposium on the mechanisation of thought processes",
	EDITOR = "",
	YEAR = " 1961",
	PUBLISHER = "H.M. Stationery Office, London"
}

@InCollection{ Barlow90,
	AUTHOR = "H.B. Barlow",
	TITLE = "A theory about the functional role and synaptic mechanism of visual aftereffects",
	BOOKTITLE = "Vision:Coding and Efficiency",
	EDITOR = "C. Blakemore",
	YEAR = "1990",
	PUBLISHER = "Cambridge University Press"
}

@InCollection{ Barlow89,
	AUTHOR = "H.B. Barlow and P. Foldiak",
	TITLE = "Adaptation and decorrelation in the cortex",
	BOOKTITLE = "The Computing Neuron",
	EDITOR = "R. Durbin and C. Miall and G. Mitchinson",
	YEAR = "1989",
	PUBLISHER = "Addison-Wellesley, New York"
}

@Article{ Atick90,
	AUTHOR = "J.J. Atick and A.N. Redlich",
	TITLE = "Towards a theory of early visual processing",
	JOURNAL = "Neural Computation",
	YEAR = " 1990",
	VOLUME = " 2 ",
	PAGES = " 308--320 "
}

@Article{ Atick92,
	AUTHOR = "J.J. Atick and A.N. Redlich",
	TITLE = "What does the retina know about natural scenes?",
	JOURNAL = "Neural Computation",
	YEAR = 1992,
	VOLUME = 4,
	PAGES = "196--210"
}

@Article{ Li94,
	AUTHOR = "Z. Li and J.J. Atick",
	TITLE = "Toward a Theory of the Striate Cortex",
	JOURNAL = "Neural Computation",
	YEAR = 1994,
	VOLUME = 6,
	PAGES = "127--146"
}

@Article{ Schaaf96a,
	AUTHOR = "A. {van der Schaaf} and J.J. {van Hateren}",
	TITLE = "Modelling the power spectra of natural images: Statistics and Information",
	JOURNAL = "Vision Research",
	YEAR = "1996",
	VOLUME = "36",
	PAGES = "2759--2770"
}

@Article{ Field87,
	AUTHOR = "D.J. Field",
	TITLE = "Relations between the statistics of natural images and the response properties of cortical cells",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1987",
	VOLUME = "A4",
	PAGES = "2379--2394"
}

@Article{ Ruderman94a,
	AUTHOR = "D.L. Ruderman",
	TITLE = "The statistics of natural images",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1994",
	VOLUME = " 5",
	PAGES = " 517--548"
}

@Article{ Ruderman94b,
	AUTHOR = "D.L. Ruderman and W. Bialek",
	TITLE = "Statistics of natural images: scaling in the woods",
	JOURNAL = "Physical Review Letters",
	YEAR = "1994",
	VOLUME = "73",
	PAGES = "814--817"
}

@Article{ Hateren92b,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Theoretical predictions of spatiotemporal receptive fields of fly {LMC}s, and experimental validation",
	JOURNAL = "Journal of Comparative Physiology",
	YEAR = "1992",
	VOLUME = "A 171",
	PAGES = "157--170"
}

@Article{ Hateren92a,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Real and optimal neural images in early vision",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "360",
	PAGES = "68--69"
}

@Article{ Hateren92c,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "A theory of maximizing sensory information",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "68",
	PAGES = "23--29"
}

@Article{ Hateren93,
	AUTHOR = "J.J. {van Hateren}",
	TITLE = "Spatiotemporal contrast sensitivity of early vision",
	JOURNAL = "Vision Research",
	YEAR = "1993",
	VOLUME = "33",
	PAGES = "257--267"
}

@Article{ Regan85,
	AUTHOR = "D.R. Regan and K.I. Beverley",
	TITLE = "Postadaptation orientation discrimination",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1985",
	VOLUME = "2",
	PAGES = "147--155"
}

@Article{ Barlow76a,
	AUTHOR = "H.B. Barlow and W.R. Levick",
	TITLE = "Threshold setting by the surround of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1976",
	VOLUME = "259",
	PAGES = "737--757"
}

@Article{ Barlow69,
	AUTHOR = "H.B. Barlow and W.R. Levick",
	TITLE = "Three factors limiting the reliable detection of light by retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "200",
	PAGES = "1--24"
}

@Article{ Attneave54,
	AUTHOR = "F. Attneave",
	TITLE = "Informational aspects of visual processing",
	JOURNAL = "Psychological Review",
	YEAR = "1954",
	VOLUME = "61",
	PAGES = "183--193"
}

@Book{ Gelfand63,
	AUTHOR = "I.M. Gel'fand and S.V. Fomin",
	TITLE = "Calculus of variations",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Eaglewood Cliffs, New Jersey",
	YEAR = "1963"
}

@Book{ Marr82,
	AUTHOR = "D. Marr",
	TITLE = "Vision: A computational investigation into the human representation and processing of visual information",
	PUBLISHER = "WH Freeman",
	ADDRESS = "San Francisco",
	YEAR = "1982"
}

@Book{ Papoulis65,
	AUTHOR = "A. Papoulis",
	TITLE = "Probability, Random Variables, and Stochastic Processes",
	PUBLISHER = "Mc{G}raw Hill",
	ADDRESS = "New York",
	YEAR = "1965"
}

@Book{ Doob53,
	AUTHOR = "J.L. Doob",
	TITLE = "Stochastic Processes",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = "1953"
}

@Book{ Cover91,
	AUTHOR = "T.M. Cover and J.A. Thomas",
	TITLE = "Elements of Information Theory",
	PUBLISHER = "John Wiley and Sons",
	ADDRESS = "New York",
	YEAR = "1991"
}

@Article{ Enroth66,
	AUTHOR = "C. Enroth-Cugell and J.G. Robson",
	TITLE = "The contrast sensitivity of retinal ganglion cells of the cat",
	JOURNAL = "Journal of Physiology",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "517--552"
}

@Article{ Enroth73,
	AUTHOR = "C. Enroth-Cugell and R. Shapley",
	TITLE = "Adaptation and dynamics of cat retinal ganglion cells",
	JOURNAL = "Journal of Physiology",
	YEAR = "1973",
	VOLUME = "233",
	PAGES = "271--309"
}

@Article{ Dong96a,
	AUTHOR = "D. Dong and J.J. Atick",
	TITLE = "Statistics of natural time-varying images",
	JOURNAL = "Network: Computation in neural systems",
	YEAR = "1996",
	VOLUME = "6",
	PAGES = "345--358"
}

@Article{ Dong96b,
	AUTHOR = "D.W. Dong and J.J. Atick",
	TITLE = "Spatiotemporal Coupling and Scaling of Natural Images and Visual Sensitivity",
	JOURNAL = "",
	YEAR = "",
	VOLUME = "",
	PAGES = ""
}

@Article{ Movshon73,
	AUTHOR = "J.A. Movshon and C. Blakemore",
	TITLE = "Orientation specificity and spatial selectivity in human vision",
	JOURNAL = "Perception",
	YEAR = "1973",
	VOLUME = "2",
	PAGES = "53--60"
}

@Article{ Blakemore69,
	AUTHOR = "C. Blakemore and F.W. Campbell",
	TITLE = "On the existence of neurones in the human visual system selectively sensitive to the orientation and size of retinal images",
	JOURNAL = "Journal of Physiology",
	YEAR = "1969",
	VOLUME = "203",
	PAGES = "237--260"
}

@Article{ Blakemore71,
	AUTHOR = "C. Blakemore and J. Nachmias",
	TITLE = "The orientation specificity of two visual after-effects",
	JOURNAL = "Journal of Physiology",
	YEAR = "1971",
	VOLUME = "213",
	PAGES = "157--174"
}

@Article{ Gilinsky68,
	AUTHOR = "A.S. Gilinksy",
	TITLE = "Orientation-specific effects of patterns of adapting light on visual acuity",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1968",
	VOLUME = "58",
	PAGES = "13--18"
}

@Article{ Pantle68,
	AUTHOR = "A.P. Pantle and R.W. Sekuler",
	TITLE = "Size-detecting mechanisms in human vision",
	JOURNAL = "Science",
	YEAR = "1968",
	VOLUME = "162",
	PAGES = "1146--1148"
}

@Article{ Hubel62b,
	AUTHOR = "D.H. Hubel and T.N. Wiesel",
	TITLE = "Receptive fields, binocular interaction and functional architecture in the cat's visual cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "160",
	PAGES = "106--154"
}

@Article{ Hubel62b,
	AUTHOR = "D.H. Hubel and T.N. Wiesel",
	TITLE = "Receptive fields and functional architecture of monkey striate cortex",
	JOURNAL = "Journal of Physiology",
	YEAR = "1962",
	VOLUME = "195",
	PAGES = "215--243"
}

@Article{ Addams34,
	AUTHOR = "R. Addams",
	TITLE = "An account of a peculiar optical phenomenon seen after having looked at a moving body",
	JOURNAL = "London and Edinburgh Philosophical Magazine and Journal of Science",
	YEAR = "1834",
	VOLUME = "5",
	PAGES = "373--374"
}

@Article{ Wohlgemuth11,
	AUTHOR = "W. Wohlgemuth",
	TITLE = "On the after-effect of seen movement",
	JOURNAL = "British Journal of Psychology, Monograph Supplement",
	YEAR = "1911",
	VOLUME = "1",
	PAGES = "1--117"
}

@Article{ Gibson37,
	AUTHOR = "J.J. Gibson and M. Radner",
	TITLE = "Adaptation, after-effect and contrast in the perception of tilted lines: {I}. Quantitative studies",
	JOURNAL = "Journal of Experimental Psychology",
	YEAR = "1937",
	VOLUME = "20",
	PAGES = "453--467"
}

@Article{ Barlow63,
	AUTHOR = "H.B. Barlow and R.M. Hill",
	TITLE = "Evidence for a physiological explanation of the waterfall illusion and figural aftereffects",
	JOURNAL = "Nature (London)",
	YEAR = "1963",
	VOLUME = "200",
	PAGES = "1345--1347"
}

@Article{ Hammond86,
	AUTHOR = "P. Hammond and G.S.V. Mouat and A.T. Smith",
	TITLE = "Motion aftereffects in cat striate cortex elicited by moving texture",
	JOURNAL = "Vision Research",
	YEAR = "1986",
	VOLUME = "26",
	PAGES = "1055--1060"
}

@Article{ Hammond89,
	AUTHOR = "P. Hammond and C.J.D. Pomfrett and B. Ahmed",
	TITLE = "Neural motion aftereffects in the cat's striate cortex: Orientation selectivity",
	JOURNAL = "Vision Research",
	YEAR = "1989",
	VOLUME = "29",
	PAGES = "1671--1683"
}

@Article{ Wenderoth88,
	AUTHOR = "P. Wenderoth and S. Johnstone",
	TITLE = "The different mechanisms of the direct and indirect tilt illusions",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "301--312"
}

@Article{ Wenderoth89,
	AUTHOR = "P. Wenderoth and R. {van der Zwan}",
	TITLE = "The effects of exposure duration and surrounding frames on direct and indirect tilt aftereffects and illusions",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1989",
	VOLUME = "46",
	PAGES = "338--344"
}

@Article{ Tolhurst87,
	AUTHOR = "D.J. Tolhurst and A.F. Dean",
	TITLE = "Spatial summation by simple cells in the striate cortex of the cat",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1987",
	VOLUME = "66",
	PAGES = "607--620"
}

@Article{ Tolhurst97,
	AUTHOR = "D.J. Tolhurst and D.J. Heeger",
	TITLE = "Comparison of contrast-normalization and threshold models of the responses of simple cells in cat striate cortex",
	JOURNAL = "Visual Neuroscience",
	YEAR = "1997",
	VOLUME = "14",
	PAGES = "293--309"
}

@Article{ Heeger93,
	AUTHOR = "D.J. Heeger",
	TITLE = "Modeling simple-cell direction selectivity with normalized, half-squared, linear operators",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "1885--1898"
}

@Article{ Frome79a,
	AUTHOR = "F.S. Frome and J. Z. Levinson and J.T. Danielson and J. E. Clavadetscher",
	TITLE = "Shifts in perception of size after adaptation to gratings",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1327--1329"
}

@Article{ Frome79b,
	AUTHOR = "J. Z. Levinson and F. S. Frome",
	TITLE = "Perception of size of one object among many",
	JOURNAL = "Science",
	YEAR = "1979",
	VOLUME = "206",
	PAGES = "1425--1426"
}

@Article{ Das95,
	AUTHOR = "A. Das and C. Gilbert",
	TITLE = "Receptive field expansion in adult visual cortex is linked to dynamic changes in strength of cortical connections",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1995",
	VOLUME = "74",
	PAGES = "779--792"
}

@Article{ Kapadia94,
	AUTHOR = "M.K. Kapadia and C. D. Gilbert and G. Westheimer",
	TITLE = "A quantitative measure for short-term cortical plasticity in human vision",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1994",
	VOLUME = "14",
	PAGES = "451--457"
}

@Article{ Gilbert92,
	AUTHOR = "C.D. Gilbert and T.N. Wiesel",
	TITLE = "Receptive field dynamics in adult primary visual cortex",
	JOURNAL = "Nature",
	YEAR = "1992",
	VOLUME = "256",
	PAGES = "150--152"
}

@Article{ Creutzfeld75,
	AUTHOR = "O.D. Creutzfeld and P. Heggelund",
	TITLE = "Neural plasticity in visual cortex of adult cats after exposure to visual patterns",
	JOURNAL = "Science",
	YEAR = "1975",
	VOLUME = "188",
	PAGES = "1025--1027"
}

@Article{ Valois82,
	AUTHOR = "R.L. {de Valois} and E.W. Yund and N. Hepler",
	TITLE = "The orientation and direction selectivity of cells in macaque visual cortex",
	JOURNAL = "Vision Research",
	YEAR = "1982",
	VOLUME = "22",
	PAGES = "531--544"
}

@Article{ Hammond78,
	AUTHOR = "P. Hammond and D.P. Andrews",
	TITLE = "Orientation tuning of cells in areas 17 and 18 of the cat's visual cortex",
	JOURNAL = "Experimental Brain Research",
	YEAR = "1979",
	VOLUME = "31",
	PAGES = "341--351"
}

@Article{ Thomas79,
	AUTHOR = "J.P. Thomas and J. Gille",
	TITLE = "Bandwidths of orientation channels in human vision",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "652--660"
}

@Article{ Snowden92,
	AUTHOR = "R.J. Snowden",
	TITLE = "Orientation bandwidth: the effect of spatial and temporal frequency",
	JOURNAL = "Vision Research",
	YEAR = "1992",
	VOLUME = "32",
	PAGES = "1965--1974"
}

@Article{ Phillips84,
	AUTHOR = "G.C. Phillips and H.R. Wilson",
	TITLE = "Orientation bandwidths of spatial bandwidths measured by masking",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1984",
	VOLUME = "1",
	PAGES = "226--232"
}

@Article{ Burr91,
	AUTHOR = "D.C. Burr and S.A. Wijesundra",
	TITLE = "Orientation discrimination depends on spatial frequency",
	JOURNAL = "Vision Research",
	YEAR = "1991",
	VOLUME = "31",
	PAGES = "1449--1452"
}

@Article{ Giaschi93,
	AUTHOR = "D. Giaschi and R. Douglas and S. Marlin and M. Cynader",
	TITLE = "The time course of direction-selective adaptation in simple and complex cells in cat striate cortex",
	JOURNAL = "Journal of Neurophysiology",
	YEAR = "1993",
	VOLUME = "70",
	PAGES = "2024--2034"
}

@Article{ Laughlin89,
	AUTHOR = "S.B. Laughlin",
	TITLE = "The role of sensory adaptation in the retina",
	JOURNAL = "Journal of Experimental Biology",
	YEAR = "1989",
	VOLUME = "146",
	PAGES = "39--62"
}

@Article{ Laughlin81,
	AUTHOR = "S.B. Laughlin",
	TITLE = "A simple coding procedure enhances a neuron's information capacity",
	JOURNAL = "Z. Naturforsch",
	YEAR = "1981",
	VOLUME = "36c",
	PAGES = "910--912"
}

@Article{ Maunsell97,
	AUTHOR = "G.H. Ghose and J.H.R. Maunsell",
	TITLE = "Perceptual learning can selectively alter neural response in primate {V}1",
	JOURNAL = "Society for Neuroscience Abstracts",
	YEAR = "1997",
	VOLUME = "603.6",
	PAGES = "1544"
}

@Article{ Bell95,
	AUTHOR = "A.J. Bell and T.J. Sejnowski",
	TITLE = "An information-maximisation approach to blind separation and blind deconvolution",
	JOURNAL = "Neural Computation",
	YEAR = "1995",
	VOLUME = "7",
	PAGES = "1004--1034"
}

@Unpublished{ Bell98,
	AUTHOR = "A.J. Bell and T.J. Sejnowski",
	TITLE = "The Independent Components of Natural Scenes are Edge Filters",
	YEAR = 1998,
	NOTE = "Submitted to Vision Research"
}

@Article{ Maffei76,
	AUTHOR = "L. Maffei and A. Fiorentini",
	TITLE = "The unresponsive regions of visual cortical receptive fields",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1131--1139"
}

@Article{ Nelson78,
	AUTHOR = "J.I. Nelson and B.J. Frost",
	TITLE = "Orientation-selective inhibition from beyond the classic visual receptive field",
	JOURNAL = "Brain Research",
	YEAR = "1978",
	VOLUME = "139",
	PAGES = "359--365"
}

@Article{ Morrone82,
	AUTHOR = "M.C. Morrone and D.C. Burr and L.XS Maffei",
	TITLE = "Functional implications of cross-orientation inhibition of cortical visual cells: {I} {N}europhysiological evidence",
	JOURNAL = "Proceedings of the Royal Society of London B",
	YEAR = "1982",
	VOLUME = "216",
	PAGES = "335--354"
}

@Article{ Campbell71,
	AUTHOR = "F.W. Campbell and L. Maffei",
	TITLE = "The tilt-aftereffect: {A} fresh look",
	JOURNAL = "Vision Research",
	YEAR = "1971",
	VOLUME = "11",
	PAGES = "833--840"
}

@Article{ Schaaf96b,
	AUTHOR = "A. {van der Schaaf} and J.H. {van Hateren}",
	TITLE = "Temporal Properties of natural scenes",
	JOURNAL = "{IS}\&{T}/{SPIE} Proceedings (Human Vision and Electronic Imaging",
	YEAR = "1996",
	VOLUME = "2657",
	PAGES = "139--143"
}

@Article{ Ruderman94c,
	AUTHOR = "D.L. Ruderman",
	TITLE = "Designing receptive fields for highest fidelity",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1994",
	VOLUME = "5",
	PAGES = "147--155"
}

@Article{ Switkes78,
	AUTHOR = "E. Switkes and M.J. Mayer and J.A. Sloan",
	TITLE = "Spatial frequency analysis of the visual environment: anisotropy and the carpentered environment hypothesis",
	JOURNAL = "Vision Research",
	YEAR = "1978",
	VOLUME = "18",
	PAGES = "1393--1399"
}

@Article{ Knill90,
	AUTHOR = "D.C. Knill and D. Field and D. Kersten",
	TITLE = "Human discrimination of fractal images",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1990",
	VOLUME = "7 A",
	PAGES = "1113--1123"
}

@Article{ Campbell68,
	AUTHOR = "F.W. Campbell and J.G. Robson",
	TITLE = "Application of {F}ourier analysis to the visibility of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1968",
	VOLUME = "197",
	PAGES = "551--566"
}

@Article{ Tolhurst92,
	AUTHOR = "D.J. Tolhurst and Y. Tadmor and T. Chao",
	TITLE = "Amplitude spectra of natural images",
	JOURNAL = "Opthalmic and Physiological Optics",
	YEAR = "1992",
	VOLUME = "12",
	PAGES = "229--232"
}

@Article{ Campbell66,
	AUTHOR = "F.W. Campbell and J.J. Kulikowski and J. Levinson",
	TITLE = "The effect of orientation on the visual resolution of gratings",
	JOURNAL = "Journal of Physiology (London)",
	YEAR = "1966",
	VOLUME = "187",
	PAGES = "427--436"
}

@Article{ Berkeley75,
	AUTHOR = "M.A. Berkeley and F. Kitterle and D.W. Watkins",
	TITLE = "Grating visibility as a function of orientation and retinal eccentricity",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "239--244"
}

@Article{ Heeley88,
	AUTHOR = "D.W. Heeley and B. Timney",
	TITLE = "Meridional anisotropies of orientation discrimination for sine wave gratings",
	JOURNAL = "Vision Research",
	YEAR = "1988",
	VOLUME = "28",
	PAGES = "337--344"
}

@Article{ Appelle72,
	AUTHOR = "S. Appelle",
	TITLE = "Perception and discrimination as a function of orientation: the ``oblique effect'' in man and animals",
	JOURNAL = "Psychological Bulletin",
	YEAR = "1972",
	VOLUME = "78",
	PAGES = "266--278"
}

@Article{ Mitchell67,
	AUTHOR = "D.E. Mitchell and R.D. Freeman and G. Westheimer",
	TITLE = "Effect of orientation on the modulation sensitivity for interference fringes on the retina",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "246--249"
}

@Article{ Banks75,
	AUTHOR = "M.S. Banks and S.J. Stolarz",
	TITLE = "The effects of head tilt on meridional differences in acuity: implications for orientation constancy",
	JOURNAL = "Perception and Psychophysics",
	YEAR = "1975",
	VOLUME = "17",
	PAGES = "17--22"
}

@Article{ Valois74,
	AUTHOR = "R.L. {de {V}alois} and H. Morgan and D.M. Snodderly",
	TITLE = "Psychophysical studies of monkey vision {I}{I}{I}: Spatial luminance contrast sensitivity tests of macaque and human observers",
	JOURNAL = "Vision Research",
	YEAR = "1974",
	VOLUME = "14",
	PAGES = "75--81"
}

@Article{ Kelly79,
	AUTHOR = "D.H. Kelly",
	TITLE = "Motion and Vision {I}{I}: Stabilized spatio-temporal threshold surface",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1979",
	VOLUME = "69",
	PAGES = "1340--1349"
}

@Article{ Patel66,
	AUTHOR = "A.S. Patel",
	TITLE = "Spatial resolution by the human visual system",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1966",
	VOLUME = "56",
	PAGES = "689--694"
}

@Article{ Barlow76b,
	AUTHOR = "H.B. Barlow and D.I.A. Mac{L}eod and A. {van Meeteren}",
	TITLE = "Adaptation to gratings: {N}o compensatory advantages found",
	JOURNAL = "Vision Research",
	YEAR = "1976",
	VOLUME = "16",
	PAGES = "1043--1045"
}

@Article{ Blakemore70,
	AUTHOR = "C. Blakemore and J. Nachmias and P. Sutton",
	TITLE = "The perceived spatial frequency shift: evidence for frequency-selective neurones in the human brain",
	JOURNAL = "Journal of Physiology, London",
	YEAR = "1970",
	VOLUME = "210",
	PAGES = "727--750"
}

@Article{ Valois77,
	AUTHOR = "K.K. {de {V}alois}",
	TITLE = "Spatial frequency adaptation can enhance contrast sensitivity",
	JOURNAL = "Vision Research",
	YEAR = "1977",
	VOLUME = "17",
	PAGES = "1057--1065"
}

@Article{ Emsley25,
	AUTHOR = "H.H. Emsley",
	TITLE = "Irregular astigmatism of the eye: effect of correcting lenses",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1925",
	VOLUME = "27",
	PAGES = "28--41"
}

@Article{ Hamblin27,
	AUTHOR = "J.R. Hamblin and T.H. Winser",
	TITLE = "On the resolution of gratings by the astigmatic eye",
	JOURNAL = "Transactions of the Optical Society",
	YEAR = "1927",
	VOLUME = "29",
	PAGES = "28--42"
}

@Article{ Leibowitz53,
	AUTHOR = "H. Leibowitz",
	TITLE = "Some observations and theory on the variation of visual acuity with the orientation of the test object",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1953",
	VOLUME = "43",
	PAGES = "902--905"
}

@Article{ Schreiber56,
	AUTHOR = "W.F. Schreiber",
	TITLE = "The measurement of third-order probability distributions of television signals",
	JOURNAL = "IRE Transactions on Information Theory",
	YEAR = "1956",
	VOLUME = "IT-2",
	PAGES = "94--105"
}

@Article{ Lillywhite79,
	AUTHOR = "P.G. Lillywhite and S.B. Laughlin",
	TITLE = "Transducer noise in a photoreceptor",
	JOURNAL = "Nature",
	YEAR = "1979",
	VOLUME = "277",
	PAGES = "569--572"
}

@Article{ Vogels90,
	AUTHOR = "R. Vogels",
	TITLE = "Population coding of stimulus orientation by striate cortical cells",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1990",
	VOLUME = "64",
	PAGES = "25--31"
}

@Article{ Zohary92,
	AUTHOR = "E. Zohary",
	TITLE = "Population coding of visual stimuli by neurons tuned to more than one dimension",
	JOURNAL = "Biological Cybernetics",
	YEAR = "1992",
	VOLUME = "66",
	PAGES = "265--272"
}

@Article{ Tolhurst75,
	AUTHOR = "D.J. Tolhurst and J.G. Thompson",
	TITLE = "Orientation illusions and after-effects: inhibition between channels",
	JOURNAL = "Vision Research",
	YEAR = "1975",
	VOLUME = "15",
	PAGES = "967--972"
}

@Article{ Dealy74,
	AUTHOR = "R.S. Dealy and R.J. Tolhurst",
	TITLE = "Is spatial adaptation an after-effect of prolonged inhibition?",
	JOURNAL = "Journal of Physiology",
	YEAR = "1974",
	VOLUME = "241",
	PAGES = "261--270"
}

@Article{ Vidyasagar90,
	AUTHOR = "T.R. Vidyasagar",
	TITLE = "Pattern adaptation in cat visual cortex is a co-operative phenomenon",
	JOURNAL = "Journal of Neuroscience",
	YEAR = "1990",
	VOLUME = "36",
	PAGES = "175--179"
}

@Article{ Freeman75,
	AUTHOR = "R.D. Freeman and L.N. Thibos",
	TITLE = "Contrast Sensitivity in Humans with abnormal visual experience",
	JOURNAL = "Journal of Physiology",
	YEAR = "1975",
	VOLUME = "247",
	PAGES = "687--710"
}

@Article{ Vannes67,
	AUTHOR = "F.L. {van {Nes}} and M.A. Bouman",
	TITLE = "Spatial modulation transfer in the human eye",
	JOURNAL = "Journal of the Optical Society of America",
	YEAR = "1967",
	VOLUME = "57",
	PAGES = "401--406"
}

@Article{ Campbell65,
	AUTHOR = "F.W. Campbell and D.G. Green",
	TITLE = "Optical and retinal factors affecting visual resolution",
	JOURNAL = "Journal of Physiology",
	YEAR = "1965",
	VOLUME = "181",
	PAGES = "576--593"
}

@Article{ Oliver52,
	AUTHOR = "B.M. Oliver",
	TITLE = "Efficient Coding",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "724--750"
}

@Article{ Harrison52,
	AUTHOR = "C.W. Harrison",
	TITLE = "Experiments with linear prediction in television",
	JOURNAL = "Bell Syst. Tech. Journal",
	YEAR = "1952",
	VOLUME = "31",
	PAGES = "764--783"
}

@Article{ Magnussen80,
	AUTHOR = "S. Magnussen and W. Kurtenbach",
	TITLE = "Linear summation of the tilt illusion and tilt aftereffect",
	JOURNAL = "Vision Research",
	YEAR = "1980",
	VOLUME = "20",
	PAGES = "39--42"
}

@Article{ Annis73,
	AUTHOR = "R.C. Annis and B. Frost",
	TITLE = "Human visual ecology and orientation anisotropies in acuity",
	JOURNAL = "Science",
	YEAR = "1973",
	VOLUME = "182",
	PAGES = "729--731"
}

@Article{ Linsker92,
	AUTHOR = "R. Linsker",
	TITLE = "Local synaptic learning rules suffice to maximize mutual information in a linear network",
	JOURNAL = "Neural Computation",
	YEAR = "1992",
	VOLUME = "4",
	PAGES = "691--702"
}

@Article{ Campbell66,
	AUTHOR = "F.W. Campbell and R.W. Gubisch",
	TITLE = "Optical quality of the human eye",
	JOURNAL = "Journal of Physiology",
	YEAR = "1966",
	VOLUME = "186",
	PAGES = "558--578"
}

@Book{ Wu97,
	AUTHOR = "N. Wu",
	TITLE = "The maximum entropy method",
	PUBLISHER = "Springer",
	ADDRESS = "New York",
	YEAR = "1997"
}

@Article{ Field94,
	AUTHOR = "D.J. Field",
	TITLE = "What is the goal of sensory coding?",
	JOURNAL = "Neural Computation",
	YEAR = "1994",
	VOLUME = "6",
	PAGES = "559--601"
}

@Article{ Olshausen96,
	AUTHOR = "B.A. Olshausen and D.J. Field",
	TITLE = "Natural image statistics and efficient coding",
	JOURNAL = "Network: Computation in Neural Systems",
	YEAR = "1996",
	VOLUME = "7",
	PAGES = "333--339"
}

@Article{ Wilson93,
	AUTHOR = "H.R. Wilson and R. Humanski",
	TITLE = "Spatial frequency adaptation and contrast gain control",
	JOURNAL = "Vision Research",
	YEAR = "1993",
	VOLUME = "33",
	PAGES = "1133--1149"
}

@Article{ Ross91,
	AUTHOR = "J. Ross and H.D. Speed",
	TITLE = "Contrast adaptation and contrast masking in human vision",
	JOURNAL = "Proceedings of the Royal Society of London",
	YEAR = "1991",
	VOLUME = "B 246",
	PAGES = "61--69"
}

%% -----------------------------------------------------------------------------

%% -----------------------------------------------------------------------------

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% finds shifts down on

@Article{ Albrecht84,
	AUTHOR = "D G Albrecht and S B Farrar and D B Hamilton",
	TITLE = "Spatial contrast adaptation characteristics of neurones recorded in the cat's visual cortex",
	JOURNAL = jp,
	VOLUME = 347,
	YEAR = 1984,
	PAGES = "713--739"
}

@Article{ Abbott97,
	AUTHOR = "L F Abbott and J A Varela and K Sen and S B Nelson",
	TITLE = "Synaptic depression and cortical gain control",
	JOURNAL = sci,
	VOLUME = 275,
	YEAR = 1997,
	PAGES = "220--224"
}

% Recent Barlow papers on decorrelation basis to adaptation

@InCollection{ Barlow90,
	AUTHOR = "Horace B Barlow",
	TITLE = "A theory about the functional role and synaptic mechanism of visual aftereffects",
	BOOKTITLE = "Vision:Coding and Efficiency",
	EDITOR = "C Blakemore",
	YEAR = "1990",
	PUBLISHER = "Cambridge University Press"
}

@InCollection{ Barlow89,
	AUTHOR = "Horace B Barlow and P Foldiak",
	TITLE = "Adaptation and decorrelation in the cortex",
	BOOKTITLE = "The Computing Neuron",
	EDITOR = "R Durbin and C Miall and G Mitchinson",
	YEAR = "1989",
	PUBLISHER = "Addison-Wellesley, New York"
}

% shows differences in CRFs measured stepping up vs down

@Article{ Bonds91,
	AUTHOR = "A B Bonds",
	TITLE = "Temporal dynamics of contrast gain of the cat striate cortex",
	JOURNAL = vn,
	VOLUME = 6,
	YEAR = 1991,
	PAGES = "239--255"
}

@Article{ Bonds89,
	AUTHOR = "A B Bonds",
	TITLE = "Role of inhibition in the specification of orientation of cells in the cat striate cortex",
	JOURNAL = vn,
	VOLUME = 2,
	YEAR = 1989,
	PAGES = "41--55"
}

% lengthy article rigorously testing the normalization model

@Article{ Carandini97a,
	AUTHOR = "M Carandini and D J Heeger and J A Movshon",
	TITLE = "Linearity and normalization in simple cells of the macaque primary visual cortex",
	JOURNAL = jn,
	VOLUME = 17,
	NUMBER = 21,
	MONTH = "November",
	YEAR = 1997,
	PAGES = "8621--8644"
}

% interesting result on adapting to single versus compound gratings

@Article{ Carandini97b,
	AUTHOR = "M Carandini and H B Barlow and L P O'{K}eefe and A B Poirson and J A Movshon",
	TITLE = "Adaptation to contingencies in macaque primary visual cortex",
	JOURNAL = ptrsl,
	VOLUME = 352,
	NUMBER = 1358,
	MONTH = "August",
	YEAR = 1997,
	PAGES = "1149--1154"
}

@Article{ Chance98,
	AUTHOR = "F S Chance and S B Nelson and L F Abbott",
	TITLE = "Synaptic depression and the temporal response characteristics of {V1} cells",
	JOURNAL = "Journal of Neuroscience",
	VOLUME = 18,
	YEAR = 1998,
	PAGES = "4785--4799"
}

@Article{ Debruvn86,
	AUTHOR = "E J De{B}ruvn and A B Bonds",
	TITLE = "Contrast adaptation in the cat is not mediated by {GABA}",
	JOURNAL = br,
	VOLUME = 383,
	YEAR = 1986,
	PAGES = "339--342"
}

@Article{ Giaschi93,
	AUTHOR = "D Giaschi and R Douglas and S Marlin and M Cynader",
	TITLE = "The time course of direction selective adaptation in simple and complex cells in cat striate cortex",
	JOURNAL = jnphy,
	VOLUME = 70,
	YEAR = 1993,
	PAGES = "2024--2034"
}

@Article{ Hammond85,
	AUTHOR = "P Hammond and G S Mouat and A T Smith",
	TITLE = "Motion after-effects in cat visual cortex elicited by moving gratings",
	JOURNAL = expb,
	VOLUME = 60,
	YEAR = 1985,
	PAGES = "411--416"
}

@Article{ Hammond86,
	AUTHOR = "P Hammond and G S Mouat and A T Smith",
	TITLE = "Motion after-effects in cat striate cortex elicited by moving texture",
	JOURNAL = vr,
	VOLUME = 26,
	YEAR = 1986,
	PAGES = "1055--1060"
}

@Article{ Hammond88,
	AUTHOR = "P Hammond and G S Mouat and A T Smith",
	TITLE = "Neural correlates of motion after-effects in cat striate cortical neurones: {M}onocular adaptation",
	JOURNAL = expb,
	VOLUME = 72,
	YEAR = 1988,
	PAGES = "1--20"
}

@Article{ Hammond89,
	AUTHOR = "P Hammond and C J D Pomfrett and B Ahmed",
	TITLE = "Neural motion after-effects in the cat' striate cortex: {O}rientation selectivity",
	JOURNAL = vr,
	VOLUME = 29,
	YEAR = 1989,
	PAGES = "1671--1683"
}

@Article{ Laughlin89,
	AUTHOR = "S.B. Laughlin",
	TITLE = "The role of sensory adaptation in the retina",
	JOURNAL = "Journal of Experimental Biology",
	YEAR = "1989",
	VOLUME = "146",
	PAGES = "39--62"
}

@Article{ Maddess88,
	AUTHOR = "T Maddess and M E Mc{C}ourt and B Blakeslee and R B Cunningham",
	TITLE = "Factors governing the adaptation of cells in area 17 of the cat visual cortex",
	JOURNAL = bc,
	VOLUME = 59,
	YEAR = 1988,
	PAGES = "229--236"
}

@Article{ Maffei73,
	AUTHOR = "L Maffei and A Fiorentini and S Bisti",
	TITLE = "Neural correlate of perceptual adaptation to gratings",
	JOURNAL = "Science",
	VOLUME = 182,
	YEAR = 1973,
	PAGES = "1036--1038"
}

@Article{ Marlin88,
	AUTHOR = "S G Marlin and S J Hasan and M S Cynader",
	TITLE = "Direction-selective adaptation in simple and complex cells in cat striate cortex",
	JOURNAL = jnphy,
	VOLUME = 59,
	YEAR = 1988,
	PAGES = "1314--1330"
}

% Original article on skewing of sp. freq tuning curves

@Article{ Movshon79,
	AUTHOR = "J A Movshon and P Lennie",
	TITLE = "Pattern-selective adaptation in visual cortical neurones",
	JOURNAL = "Nature",
	VOLUME = 278,
	YEAR = 1979,
	PAGES = "850--852"
}

@Article{ Ohzawa82,
	AUTHOR = "I Ohzawa and G Sclar and R D Freeman",
	TITLE = "Contrast gain control in the cat visual cortex",
	JOURNAL = nat,
	VOLUME = 298,
	YEAR = 1982,
	PAGES = "266--268"
}

% authoritative article on physiology of contrast gain control

@Article{ Ohzawa85,
	AUTHOR = "I Ohzawa and G Sclar and R D Freeman",
	TITLE = "Contrast gain control in the cat's visual system",
	JOURNAL = jnphy,
	VOLUME = 54,
	YEAR = 1985,
	PAGES = "651--667"
}

@Article{ Ross91,
	AUTHOR = "J. Ross and H.D. Speed",
	TITLE = "Contrast adaptation and contrast masking in human vision",
	JOURNAL = "Proceedings of the Royal Society of London",
	YEAR = "1991",
	VOLUME = "B 246",
	PAGES = "61--69"
}

% good pair of articles by Saul and Cyn; includes skewing effect

@Article{ Saul89a,
	AUTHOR = "A B Saul and M S Cynader",
	TITLE = "Adaptation in single units in the visual cortex: {T}he tuning of aftereffects in the spatial domain",
	JOURNAL = vn,
	VOLUME = 2,
	YEAR = 1989,
	PAGES = "593--607"
}

@Article{ Saul89b,
	AUTHOR = "A B Saul and M S Cynader",
	TITLE = "Adaptation in single units in the visual cortex: {T}he tuning of aftereffects in the temporal domain",
	JOURNAL = vn,
	VOLUME = 2,
	YEAR = 1989,
	PAGES = "609--620"
}

% Separate Saul: timing issues

@Article{ Saul95,
	AUTHOR = "A B Saul",
	TITLE = "Adaptation aftereffects in single neurons of cat visual cortex: {R}esponse timing is retarded by adapting",
	JOURNAL = vn,
	VOLUME = 12,
	YEAR = 1995,
	PAGES = "191--205"
}

@Article{ Vautin77,
	AUTHOR = "R G Vautin and M A Berkeley",
	TITLE = "Response of single cells in cat visual cortex to prolonged stimulus movement: {N}eural correlates of visual aftereffect",
	JOURNAL = jnphy,
	VOLUME = 40,
	YEAR = 1977,
	PAGES = "1051--1065"
}

@Article{ Shapley84,
	AUTHOR = "R. Shapley and C. Enroth-Cugell",
	TITLE = "Visual adaptation and retinal gain control",
	JOURNAL = "Progess in Retinal Research",
	YEAR = "1984",
	VOLUME = "3",
	PAGES = "263--346"
}

@Article{ Vidyasagar90,
	AUTHOR = "T R Vidyasagar",
	TITLE = "Pattern adaptation in cat visual cortex is a co-operative phenomenon",
	JOURNAL = Neuroscience,
	VOLUME = 36,
	YEAR = 1990,
	PAGES = "175--179"
}

@Article{ Vonderheydt78,
	AUTHOR = "R {von der Heydt} and P Hanny and C Adorjani",
	TITLE = "Movement aftereffects in the visual system",
	JOURNAL = "Archives of Italian Biology",
	VOLUME = 116,
	YEAR = 1978,
	PAGES = "248--254"
}

@Article{ Wilson93,
	AUTHOR = "H R Wilson and R Humanski",
	TITLE = "Spatial frequency adaptation and contrast gain control",
	JOURNAL = vr,
	VOLUME = 33,
	NUMBER = 8,
	YEAR = 1993,
	PAGES = "1133--1149"
}

% Modified from Eero's physiology.bib 02/09/98 MJW

%%%% Physiological motion

%% -----------------------------------------------------------------------------

%% -----------------------------------------------------------------------------

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% Carandini with Heeger; NEW 09/02/98 MJW

@Article{ Carandini97a,
	AUTHOR = "M Carandini and D J Heeger and J A Movshon",
	TITLE = "Linearity and normalization in simple cells of the macaque primary visual cortex",
	JOURNAL = jn,
	VOLUME = 17,
	NUMBER = 21,
	MONTH = "November",
	YEAR = 1997,
	PAGES = "8621--8644"
}

%%% Heeger

@Article{ Heeger87,
	AUTHOR = "D J Heeger",
	TITLE = "Model for the extraction of image flow",
	JOURNAL = josa,
	VOLUME = 4,
	NUMBER = 8,
	MONTH = "August",
	YEAR = 1987,
	PAGES = "1455--1471"
}

@Article{ Heeger88,
	AUTHOR = "David J. Heeger",
	TITLE = "Optical flow using spatiotemporal filters",
	JOURNAL = ijcv,
	YEAR = "1988",
	PAGES = "279--302"
}

@Article{ Heeger92b,
	AUTHOR = "D J Heeger",
	TITLE = "Half-squaring in responses of cat simple cells",
	JOURNAL = "Visual Neuroscience",
	VOLUME = "9",
	YEAR = 1992
}

@Article{ Poggio73,
	author = "T Poggio and W Reichardt",
	title = "Considerations on models of movement detection",
	journal = "Kybernet",
	year = 1973,
	volume = 13,
	pages = "223--227"
}

@Article{ Fahle81,
	author = "M Fahle and T Poggio",
	title = "Visual hyperacuity: spatiotemporal interpolation in human vision",
	journal = "Proceedings of the Royal Society of London, B",
	year = 1981,
	volume = 213,
	pages = "451--477"
}

@Article{ vanSanten85,
	author = "J P H {van Santen} and G Sperling",
	title = "Elaborated {R}eichardt detectors",
	journal = josa,
	year = 1985,
	volume = 2,
	pages = "300--321"
}

@Article{ vanSanten84,
	AUTHOR = "J P H {van Santen} and G Sperling",
	title = "Temporal covariance model of human motion perception",
	journal = josa,
	year = 1984,
	volume = 1,
	pages = "451--473"
}

@InCollection{ Reichardt61,
	AUTHOR = "W Reichardt",
	TITLE = "Autocorrelation, a principle for the evaluation of sensory information by the central nervous system",
	BOOKTITLE = "Sensory Communication",
	EDITOR = "W. A. Rosenblith",
	PUBLISHER = "Wiley",
	ADDRESS = "New York",
	YEAR = 1961
}

@Article{ Salzman92,
	author = "C D Salzman and C M Murasugi and K H Britten and W T Newsome",
	title = "Microstimulation in visual area {MT}: {E}ffects on direction discrimination performance",
	journal = jneuro,
	volume = 12,
	pages = "2331--2355",
	year = 1992
}

@Article{ Welch89,
	AUTHOR = "L Welch",
	TITLE = "The perception of moving plaids reveals two motion-processing stages",
	JOURNAL = "Nature",
	VOLUME = 337,
	PAGES = "734--736",
	YEAR = 1989
}

@Article{ Mclean89,
	AUTHOR = "J McLean and L Palmer",
	TITLE = "Contribution of linear spatiotemporal receptive field structure to velocity selectivity of simple cells in area 17 of cat",
	JOURNAL = "Vision Research",
	VOLUME = 29,
	NUMBER = 6,
	PAGES = "675--679",
	YEAR = 1989
}

@Article{ Emerson92,
	AUTHOR = "J R Bergen E H Adelson {R C Emerson}",
	TITLE = "Directionally selective complex cells and the computation of motion energy in cat visual cortex",
	JOURNAL = "Vision Research",
	VOLUME = 32,
	NUMBER = 2,
	PAGES = "203--218",
	YEAR = 1992
}

@Article{ Barlow72,
	AUTHOR = "H B Barlow",
	TITLE = "Single units and sensation: a neural doctrine for perceptual psychology?",
	JOURNAL = "Perception {I}",
	PAGES = "371--394",
	YEAR = 1972
}

@InProceedings{ Kooi89,
	AUTHOR = "F L Kooi and R L DeValois and T K Wyman",
	TITLE = "Perceived direction of moving plaids",
	BOOKTITLE = arvo,
	VOLUME = 29,
	YEAR = 1989
}

@Article{ Hubel62,
	AUTHOR = "D Hubel and T Wiesel",
	TITLE = "Receptive Fields, binocular interaction, and functional architecture in the cat's visual cortex",
	JOURNAL = "J. Physiology (London)",
	VOLUME = 160,
	PAGES = "106--154",
	YEAR = 1962
}

@Article{ Campbell68a,
	AUTHOR = "F W Campbell and G F Cooper and C Enroth-Cugell",
	TITLE = "The angular selectivity of visual cortical cells to moving gratings",
	JOURNAL = "J. Physiology (London)",
	VOLUME = 198,
	PAGES = "237--250",
	YEAR = 1968
}

@Article{ Pollen83,
	AUTHOR = "D Pollen and S Ronner",
	TITLE = "Visual cortical neurons as localized spatial-frequency filters.",
	JOURNAL = "{IEEE} Trans. Sys. Man Cyber.",
	VOLUME = 13,
	PAGES = "907--916",
	YEAR = 1983
}

@Book{ Gibson50,
	AUTHOR = "J J Gibson",
	TITLE = "The Perception of the Visual World",
	PUBLISHER = "Houghton Mifflin",
	ADDRESS = "Boston, MA",
	YEAR = 1950
}

@Article{ Albrecht91,
	AUTHOR = "D G Albrecht and W S Geisler",
	TITLE = "Motion sensitivity and the contrast-response function of simple cells in the visual cortex",
	JOURNAL = "Visual Neuroscience",
	VOLUME = 7,
	PAGES = "531--546",
	YEAR = 1991
}

% slits and  dots.  orientation and DOM tuning.

@Article{ Albright84,
	AUTHOR = "T D Albright",
	TITLE = "Direction and orientation selectivity of neurons in visual area MT of the macaque",
	JOURNAL = "J Neurophysiol",
	YEAR = 1984,
	MONTH = "December",
	VOLUME = 52,
	NUMBER = 6,
	PAGES = "1106--1130"
}

@Article{ Wainwright99,
	AUTHOR = "M J Wainwright",
	TITLE = "Visual adaptation as optimal information transmission",
	JOURNAL = "Vision Research",
	YEAR = "to appear",
	VOLUME = "",
	PAGES = ""
}

% Created by Martin Wainwright: please report any errors to mjwain
% Papers/chapters etc. on random difference equations; bilinear time series
% Also expanded to include papers on nonlinear filtering, nonlinear estimation
% Jump processes etc.
% 10/11/99: Expanded to include papers on graphical models etc.

% Paper that shows EM to co-ordinate ascent in appropriate space

@InCollection{ Neal98,
	AUTHOR = "R. M. Neal and G. E. Hinton",
	EDITOR = "M. I. Jordan",
	TITLE = "A view of the EM algorithm that justifies incremental, sparse and other variants",
	BOOKTITLE = "Learning in Graphical Models",
	PUBLISHER = "Kluwer Academic Publishers",
	ADDRESS = "Dordrecht",
	YEAR = "1998",
	PAGES = "355--368"
}

% Original paper by Akaike on information criterion

@InProceedings{ Akaike71,
	AUTHOR = "H. Akaike",
	TITLE = "Information theory and an extension of the maximum likelihood principle",
	BOOKTITLE = "Proceedings of the 2nd International Symposium on Information Theory",
	YEAR = "1971",
	ADDRESS = "Tsahkadsor, Armenia, USSR",
	MONTH = "September"
}

% WARNING: Volume number missing

@Article{ Balakrishnan64,
	AUTHOR = "A.V. Balakrishnan",
	TITLE = "On a class of nonlinear estimation problems",
	JOURNAL = ieeeit,
	YEAR = "1964",
	VOLUME = "",
	MONTH = "October",
	PAGES = "314--320"
}

@Article{ Dempster77,
	author = "A. P. Dempster and N. M. Laird and D. B. Rubin",
	title = "Maximum Likelihood from Incomplete Data via the {EM} Algorithm (with discussion)",
	journal = "J. Royal Stat. Soc. B",
	volume = "39",
	pages = "1--38",
	year = "1977"
}

@Article{ Boel80,
	AUTHOR = "R.K. Boel and V.K. Benes",
	TITLE = "Recursive nonlinear estimation of a diffusion acting as the rate of an observed Poisson process",
	JOURNAL = ieeeit,
	YEAR = "1980",
	VOLUME = "26",
	MONTH = "September",
	PAGES = "561--575"
}

@InProceedings{ Freeman99a,
	AUTHOR = "W.T. Freeman and E.C Pasztor",
	TITLE = "Learning to estimate scenes from images",
	YEAR = 1999,
	SERIES = " Neural Information Processing Systems",
	VOLUME = 11
}

% WARNING: Missing volume

@Article{ Kailath68,
	AUTHOR = "T. Kailath",
	TITLE = "A simple example of an explicit ``nonlinear'' predictor",
	JOURNAL = ieeeit,
	YEAR = "1968",
	MONTH = "July",
	PAGES = "600",
	NOTE = "Warning: missing volume"
}

@Article{ Kailath69,
	AUTHOR = "T. Kailath",
	TITLE = "Fredholm resolvents, {W}iener-{H}opf equations, and {R}icatti differential equations",
	JOURNAL = ieeeit,
	YEAR = "1969",
	VOLUME = "15",
	MONTH = "November",
	PAGES = "665--672"
}

@Article{ Kailath72,
	AUTHOR = "T. Geesey R.T. Kailath and H.L. Weinert",
	TITLE = "Some relations among {RKHS} norms, {F}redholm equations, and innovations representations",
	JOURNAL = ieeeit,
	YEAR = "1972",
	VOLUME = "18",
	MONTH = "May",
	PAGES = "341--348"
}

@Article{ Segall75a,
	AUTHOR = "A. Davis M.A.H. Segall and T. Kailath",
	TITLE = "Nonlinear filtering with counting observations",
	JOURNAL = ieeet,
	YEAR = "1975",
	VOLUME = "21",
	MONTH = "March",
	PAGES = "143--149"
}

@Article{ Johnson80,
	AUTHOR = "C. Johnson and E.B. Stear",
	TITLE = "Reproducing probability density classes on Lie groups with application to discrete-time filtering",
	JOURNAL = ieeeit,
	YEAR = "1980",
	VOLUME = "26",
	MONTH = "January",
	PAGES = "124--129"
}

% Explicit calculation of certain stationary distributions; French and made
% unnecessarily techinical

@Article{ Chamayou91,
	AUTHOR = "J. F. Chamayou and G. Letac",
	TITLE = "Explicit stationary distributions for compositions of random functions and products of random matrices",
	JOURNAL = "Journal of Theoretical Probability",
	YEAR = "1991",
	VOLUME = "4",
	MONTH = "",
	PAGES = "3--36"
}

@Article{ Edelman98,
	AUTHOR = "A. Edelman and T.A. Arias and S. T. Smith",
	TITLE = "The geometry of algorithms with orthogonality constraints",
	JOURNAL = "SIAM Journal of Matrix Analysis and its Applications",
	YEAR = "1998",
	VOLUME = "20",
	PAGES = "303--353"
}

@Article{ Gupta74,
	AUTHOR = "N.K. Gupta and R.K. Mehra",
	TITLE = "Computational aspects of maximum likelihood estimation and reduction in sensitivity function calculations",
	JOURNAL = "IEEE Transactions on Automatic Control",
	YEAR = "1974",
	VOLUME = "AC-19",
	MONTH = "December",
	PAGES = "774--783"
}

% Unpublished Hammersley-Clifford manuscript

@Unpublished{ Hammer71,
	AUTHOR = "J. M. Hammersley and P. Clifford",
	TITLE = "Markov fields on finite graphs and lattices",
	YEAR = 1971,
	NOTE = "Unpublished"
}

@Article{ Kesten73,
	AUTHOR = "H. Kesten",
	TITLE = "Random difference equations and renewal theory for products of random matrices",
	JOURNAL = "Acta. Math.",
	YEAR = "1973",
	VOLUME = "131",
	MONTH = "",
	PAGES = "207--248"
}

@Article{ Marcus78,
	AUTHOR = "S.I. Marcus",
	TITLE = "MOdeling and analysis of stochastic differential equations driven by point processes",
	JOURNAL = ieeeit,
	YEAR = "1978",
	VOLUME = "24",
	MONTH = "March",
	PAGES = "164--172"
}

% General overview of bilinear time series field
INCOLLECTION{Pham93,

AUTHOR = ``Pham, T.D..'', 

EDITOR = ``Tong, H.''

TITLE = ``Bilinear time series models'',

BOOKTITLE = ``'', 

PUBLISHER = ``World Scientific'', 

ADDRESS = ``London'', 

YEAR = ``1993''

PAGES = 27--41
}

@Article{ Pham81,
	AUTHOR = "T.D. Pham and L. T. Tran",
	TITLE = "On the first-order bilinear time series model",
	JOURNAL = "Journal of Applied Probability",
	YEAR = "1981",
	VOLUME = "18",
	MONTH = "",
	PAGES = "617--627"
}

% Review article on EM in particular application to mixture densities
% At times unnecessarily technical

@Article{ Redner84,
	AUTHOR = "R. A. Redner and H. F. Walker",
	TITLE = "Mixture densities, maximum likelihood, and the {EM} algorithm",
	JOURNAL = "SIAM Review",
	YEAR = "1984",
	VOLUME = "26",
	MONTH = "April",
	PAGES = "195--239"
}

% First paper on MDL etc.

@Article{ Rissanen78,
	AUTHOR = "J. Rissanen",
	TITLE = "Modeling by shortest data description",
	JOURNAL = "Automatica",
	YEAR = "1978",
	VOLUME = "14",
	MONTH = "September",
	PAGES = "465--471"
}

@Article{ Segall75b,
	AUTHOR = "A. Segall and T. Kailath",
	TITLE = "Radon-Nikodym derivations with respect to measures induced by discontinuous independent-increment processes",
	JOURNAL = annprob,
	YEAR = "1975",
	VOLUME = "3",
	PAGES = "449--464"
}

@Article{ Liu89,
	AUTHOR = "J Liu",
	TITLE = "A simple condition for the existence of some stationary bilinear time series",
	JOURNAL = "Journal of time series analysis",
	YEAR = "1989",
	VOLUME = "10",
	PAGES = "33--39"
}

% Contains useful discrete recursions leading to nice invariant measures

@Article{ Vervaat79,
	AUTHOR = "W. Vervaat",
	TITLE = "On a stochastic difference equation and a representation of non-negative infinitely divisible random variables",
	JOURNAL = "Advances in Applied Probability",
	YEAR = "1979",
	VOLUME = "11",
	PAGES = "750--783"
}

@InProceedings{ weiss99c,
	AUTHOR = "Y. Weiss and W.T. Freeman",
	TITLE = "Correctness of belief propagation for graphs of arbitrary topology",
	BOOKTITLE = "Advances in Neural Information Processing Systems 12",
	VOLUME = 12,
	YEAR = 2000,
	ADDRESS = "Cambridge, MA",
	MONTH = "May",
	PAGES = "**"
}

@Unpublished{ weiss99d,
	AUTHOR = "Y. Weiss",
	TITLE = "Personal communication",
	YEAR = "1999"
}

% Early article on convergence of EM algorithm: fixes some earlier
% errors in Dempster, Rubin \& Laird
% Views EM as general point-to-set mapping

@Article{ Wu83,
	AUTHOR = "C.F.J. Wu",
	TITLE = "On the convergence properties of the {EM} algorithm",
	JOURNAL = "Annals of Statistics",
	YEAR = "1983",
	VOLUME = "11",
	PAGES = "95--103"
}

%%  Alphatech technical report on details of Gaussian likelihood calculation

@TechReport{ Alphatech,
	AUTHOR = "R.B. Washburn and W.I. Irving and J.K. Johnson and D.S. Artgis and J.W. Wissinger and R.P. Tenney and A.S. Willsky",
	TITLE = "Multiresolution image compression and image fusion algorithms",
	INSTITUTION = "Alphatech Company",
	YEAR = 1996,
	MONTH = "February"
}

%% Decentralized detection

@InCollection{ Tsitsiklis93,
	author = "J. N. Tsitsiklis",
	BOOKTITLE = "Advances in Statistical Signal Processing",
	EDITORS = "H. V. Poor and J. B. Thomas",
	TITLE = "Decentralized Detection",
	publisher = "JAI Press",
	pages = "297--344",
	year = 1993
}

@InCollection{ Kassam93,
	author = "S. A. Kassam",
	BOOKTITLE = "Advances in Statistical Signal Processing",
	EDITORS = "H. V. Poor and J. B. Thomas",
	TITLE = "Nonparametric signal detection",
	publisher = "JAI Press",
	year = 1993
}

@Book{ Poor94,
	author = "H. V. Poor",
	title = "An introduction to signal detection and estimation",
	publisher = "New York: Springer-Verlag",
	year = "1994",
	edition = "2"
}

%% wilcoxon test

@Article{ Viswanathan89,
	author = "R. Viswanathan and A. Ansari",
	title = "Distributed detection of a signal in generalized {G}aussian noise",
	journal = "IEEE Trans. Acoust., Speech, and Signal Process.",
	volume = "37",
	pages = "775--778",
	year = "1989"
}

@Article{ Nasipuri97,
	author = "A. Nasipuri and S. Tantaratana",
	title = "Nonparametric distributed detection using {W}ilcoxon statistics",
	journal = "Signal Processing",
	Volume = "57",
	number = "2",
	pages = "139--146",
	publisher = "Elsevier Press",
	year = "1997"
}

@InProceedings{ Han90,
	author = "J. Han and P. K. Varshney and V. C. Vannicola",
	title = "Some results on distributed nonparametric detection",
	booktitle = "Proc. 29th Conf. on Decision and Control",
	pages = "2698--2703",
	year = "1990"
}

@InProceedings{ Al-Ibrahim89,
	author = "M. M. Al-Ibrahim and P. K. Varshney",
	title = "Nonparametric sequential detection based on multisensor data",
	booktitle = "Proc. 23rd Annu. Conf. on Inform. Sci. and Syst.",
	pages = "157--162",
	year = "1989"
}

@Article{ Hussaini89,
	author = "E. K. Hussaini and A. A. M. Al-Bassiouni and Y. A. El-Far",
	title = "Decentralized {CFAR} signal detection",
	journal = "Signal Processing",
	volume = "44",
	pages = "299--307",
	year = "1995"
}

%%%%%%%%

@Article{ Veeravalli93,
	author = "V. V. Veeravalli and T. Basar and H. V. Poor",
	title = "Decentralized sequential detection with a fusion center performing the sequential test",
	journal = "IEEE Trans. Info. Theory",
	volume = "39",
	number = "2",
	pages = "433--442",
	year = "1993"
}

@Article{ Chamberland03,
	author = "J. F. Chamberland and V. V. Veeravalli",
	title = "Decentralized detection in sensor networks",
	journal = "IEEE Transactions on Signal Processing",
	volume = "51",
	number = "2",
	pages = "407--416",
	year = "2003"
}

@Article{ Chamberland04,
	author = "J. F. Chamberland and V. V. Veeravalli",
	title = "Asymptotic results for decentralized detection in power constrained wireless sensor networks",
	journal = "IEEE Journal on Selected Areas in Communication",
	volume = "22",
	number = "6",
	pages = "1007--1015",
	year = "2004",
	MONTH = "August"
}

@Article{ Blum97,
	author = "R. S. Blum and S. A. Kassam and H. V. Poor",
	title = "Distributed detection with multiple sensors: {P}art {II} --- Advanced Topics",
	journal = "Proceedings of the IEEE",
	year = 1997,
	volume = "85",
	pages = "64--79"
}

% Seminar paper on distributed detection problems 

@Article{ Tenney81,
	author = "R. R. Tenney and N. R. Jr. Sandell",
	title = "Detection with Distributed Sensors",
	journal = "IEEE Trans. Aero. Electron. Sys.",
	year = 1981,
	volume = "17",
	pages = "501--510"
}

% Non-technical invited overview paper on sensor networks 

@Article{ Chong03,
	author = "C. Chong and S. P. Kumar",
	title = "Sensor Networks: Evolution, Opportunities, and Challenges",
	journal = "Proceedings of the IEEE",
	year = 2003,
	volume = "91",
	pages = "1247--1256"
}

% Nonparametric work using sign test or sign/rank (Wilcoxon) test 

@Article{ Hussaini97,
	author = "E. K. Al-Hussaini and Y. A. El-Far",
	title = "Decentralized Nonparametric Detectors",
	journal = "IEEE Signal Processing Letters",
	year = 1997,
	volume = "4",
	pages = "128--131"
}

%% Articles on the Extended Kalman filter
%% Book: Jazwinksi (see books.bib) is useful

% No global convergence results available for EKF; results can be biased

@Article{ Ljung79,
	AUTHOR = "L. Ljung",
	TITLE = "Asymptotic behavior of the extended {K}alman filter as a parameter estimator for linear systems",
	JOURNAL = ac,
	YEAR = "1979",
	VOLUME = "24",
	MONTH = "January",
	PAGES = "36--50"
}

@Article{ Bell93,
	AUTHOR = "B. M. Bell and F. W. Cathey",
	TITLE = "The iterated {K}alman filter update as a {G}auss-{N}ewton method",
	JOURNAL = ac,
	YEAR = "1993",
	VOLUME = "38",
	MONTH = "February",
	PAGES = "294--297"
}

%% --- ARTICLES ON DIFFERENTIAL GEOMETRY OF EXPONENTIAL FAMILIES --------- %%%

% Comprehensive paper (partly review) on diff. geo. of exp. families; very
% readable with easy introduction to required diff. geo
%ARTICLE{Amari82,
%	AUTHOR = ``S. Amari'',

%TITLE = ``Differential geometry of curved exponential families --- curvatures and information loss'',

%JOURNAL = ``Annals of Statistics'',

%YEAR = ``1982'',

%VOLUME = ``10'',

%NUMBER = ``2'',

%PAGES = ``357--385''

%}

% Seminal work adopting Fisher info. as Riemannian metric

@Article{ Rao45,
	AUTHOR = "C. R. Rao",
	TITLE = "Information and accuracy obtainable in the estimation of statistical parameters",
	JOURNAL = "Bulletin Calcutta Math. Soc.",
	YEAR = "1945",
	VOLUME = "37",
	PAGES = "81--91"
}

@Article{ Chentsov66,
	AUTHOR = "N. N. Chentsov",
	TITLE = "A systematic theory of exponential families of probability distributions",
	JOURNAL = "Theor. Probability Appl.",
	YEAR = "1966",
	VOLUME = "11",
	PAGES = "425--425"
}

@Article{ Efron78,
	AUTHOR = "B. Efron",
	TITLE = "The geometry of exponential families",
	JOURNAL = "Annals of Statistics",
	YEAR = "1978",
	VOLUME = "6",
	PAGES = "362--376"
}

%%%======================================================================

@Misc{ -RefJournal,
	TITLE = "{Refereed Journal Articles}"
}

@Article{ Buccigrossi97,
	TITLE = "Image Compression via Joint Statistical Characterization in the Wavelet Domain",
	AUTHOR = "R. W. Buccigrossi and E. P. Simoncelli",
	JOURNAL = "IEEE Trans Image Proc",
	VOLUME = 8,
	NUMBER = 12,
	MONTH = "December",
	PAGES = "1688--1701",
	YEAR = 1999
}

%% VR-97: Submitted 2/97, Revision 11/97, Accepted 12/97, Final 2/98, Galleys 5/98, Appeared 9/98.

@Article{ Schrater97,
	TITLE = "Local Velocity Representation: Evidence from Motion Adaptation",
	AUTHOR = "P. R. Schrater and E. P. Simoncelli",
	JOURNAL = "Vision Research",
	VOLUME = 38,
	NUMBER = 24,
	MONTH = "September",
	PAGES = "3899--3912",
	YEAR = 1998,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/schrater97-abstract.html",
	FTP = "ftp://ftp.cns.nyu.edu/pub/eero/schrater97.ps.gz"
}

@Article{ Farid97,
	TITLE = "Range Estimation by Optical Differentiation",
	AUTHOR = "H. Farid and E. P. Simoncelli",
	JOURNAL = "J. Optical Society of America, A",
	VOLUME = 15,
	NUMBER = 7,
	MONTH = "July",
	PAGES = "1777--1786",
	YEAR = 1998,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/farid97-abstract.html",
	FTP = "ftp://ftp.cns.nyu.edu/pub/eero/farid97.ps.gz",
	ALT_FTP = "http://www-bcs.mit.edu/~farid/josa98.ps.gz"
}

%% VR-96: 

@Article{ Simoncelli96,
	TITLE = "A Model of Neuronal Responses in visual Area {MT}",
	AUTHOR = "E. P. Simoncelli and D. J. Heeger",
	JOURNAL = "Vision Research",
	VOLUME = 38,
	NUMBER = 5,
	PAGES = "743--761",
	YEAR = 1998,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/simoncelli96-abstract.html",
	FTP = "ftp://ftp.cns.nyu.edu/pub/eero/simoncelli96.ps.gz"
}

% MONTH = March.

%% PNAS-96: Invited talk(s), presented at:
%% NAS Symposium {\em Vision: From Photon to Perception}, May 1995, Irvine, CA.

@InProceedings{ Heeger96a,
	TITLE = "Computational Models of Cortical Visual Processing",
	AUTHOR = "D J Heeger and E P Simoncelli and J A Movshon",
	BOOKTITLE = "Proc National Academy of Science",
	VOLUME = 93,
	PAGES = "623--627",
	MONTH = "January",
	YEAR = 1996,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/pnas95-abstract.html",
	FTP = "ftp://ftp.cns.nyu.edu/pub/eero/pnas95.ps"
}

%% IP-96

@Article{ Simoncelli95a,
	TITLE = "Steerable Wedge Filters for Local Orientation Analysis",
	AUTHOR = "E Simoncelli and H Farid",
	JOURNAL = "IEEE Trans Image Proc",
	MONTH = "September",
	VOLUME = 5,
	NUMBER = 9,
	PAGES = "1377--1382",
	YEAR = 1996,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli95a-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli95a.ps.Z",
	ALT_FTP = "http://www-bcs.mit.edu/~farid/ip96.ps.gz",
	ALT_FTP2 = "http://www-bcs.mit.edu/~farid/ip96.pdf"
}

@Article{ Nimeroff95,
	TITLE = "Rendering Spaces for Architectural Environments",
	AUTHOR = "J Nimeroff and E Simoncelli and J Dorsey and N Badler",
	JOURNAL = "Presence, The Journal of Virtual Reality and Teleoperators",
	VOLUME = 4,
	NUMBER = 3,
	PAGES = "286--296",
	MONTH = "June",
	YEAR = 1995,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/nimeroff95-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/jnimerof/Presence/presence.ps.gz"
}

%% Originally: MIT Media Lab TR 161 - February, 1991.

@Article{ Simoncelli91,
	AUTHOR = "E. P. Simoncelli and W. T. Freeman and E. H. Adelson and D. J. Heeger",
	TITLE = "Shiftable Multi-scale Transforms",
	JOURNAL = "IEEE Trans Information Theory",
	NOTE = "Special Issue on Wavelets",
	VOLUME = 38,
	NUMBER = 2,
	MONTH = "March",
	YEAR = 1992,
	PAGES = "587--607",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli91-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli91.ps.Z"
}

%% Originally: MIT Media Lab TR \#119 - January, 1989.

@Article{ Simoncelli89,
	AUTHOR = "E. P. Simoncelli and E. H. Adelson",
	TITLE = "Non-separable Extensions of Quadrature Mirror Filters to Multiple Dimensions",
	JOURNAL = "Proc IEEE: Special Issue on Multi-dimensional Signal Processing",
	VOLUME = 78,
	NUMBER = 4,
	MONTH = "April",
	PAGES = "652--664",
	YEAR = 1990
}

% *** URL

%%%=================================================================

@Misc{ -BookChTh,
	TITLE = "{Book Chapters and Theses}"
}

@InCollection{ Simoncelli98e,
	TITLE = "{Bayesian} Denoising of Visual Images in the Wavelet Domain",
	AUTHOR = "E. P. Simoncelli",
	BOOKTITLE = "{Bayesian} Inference in Wavelet Based Models",
	EDITOR = "P. M{\"u}ller and B. Vidakovic",
	PUBLISHER = "Springer-Verlag",
	CHAPTER = 18,
	PAGES = "291--308",
	ADDRESS = "New York",
	MONTH = "June",
	YEAR = 1999,
	NOTE = "Lecture Notes in Statistics, vol. 141"
}

%ABSTRACT_URL = ``http://www.cns.nyu.edu/~eero/ABSTRACTS/simoncelli98e-abstract.html'',

%FTP = ``ftp://ftp.cns.nyu.edu/pub/eero/simoncelli98e.ps.gz'',

@InCollection{ Simoncelli98c,
	TITLE = "{Bayesian} Multi-scale Differential Optic Flow",
	AUTHOR = "E. P. Simoncelli",
	BOOKTITLE = "Handbook on Computer Vision and Applications",
	EDITOR = "B {J{\"a}hne} and H Haussecker and P Geissler",
	PUBLISHER = "Academic Press",
	ADDRESS = "San Diego",
	NOTE = "To appear.",
	YEAR = 1998
}

% *** Volume, Chapter, pages

@InCollection{ Thomas94b,
	TITLE = "Peripheral Visual Field, Fixation and Direction of Heading",
	AUTHOR = "I Thomas and E Simoncelli and R Bajcsy",
	BOOKTITLE = "Exploratory Vision: {The} Active Eye",
	EDITOR = "M Landy and L Maloney and M Pavel",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York",
	CHAPTER = 7,
	PAGES = "169--190",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/thomas94b-abstract.html",
	YEAR = 1996
}

%% Also: MIT Media Lab TR \#209 - January 1993.

@PhDThesis{ Simoncelli-phd,
	AUTHOR = "E. P. Simoncelli",
	TITLE = "Distributed Analysis and Representation of Visual Motion",
	SCHOOL = "Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science",
	ADDRESS = "Cambridge, MA",
	YEAR = 1993,
	MONTH = "January",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli-phd-abstract.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-209.ps.Z",
	NOTE = "Also available as MIT Media Laboratory Vision and Modeling Technical Report \#209"
}

%% Originally: MIT Media Lab TR \#191 - March 1992.

@InCollection{ Heeger92,
	AUTHOR = "D. J. Heeger and E. P. Simoncelli",
	EDITOR = "L Harris and M Jenkin",
	BOOKTITLE = "Spatial Vision in Humans and Robots",
	TITLE = "Model of Visual Motion Sensing",
	PUBLISHER = "Cambridge University Press",
	PAGES = "367--392",
	YEAR = 1992,
	NOTE = "Also available as MIT Media Laboratory Vision and Modeling Technical Report \#191."
}

% *** URL

%% Originally: MIT Media Lab TR \#155

@InCollection{ Adelson91,
	AUTHOR = "E H Adelson and E P Simoncelli and W T Freeman",
	TITLE = "Pyramids for Early Vision",
	BOOKTITLE = "Representations of Vision",
	PUBLISHER = "Cambridge University Press",
	EDITOR = "A Gorea",
	YEAR = 1991,
	PAGES = "3--16"
}

% *** URL

%% Originally: MIT Media Lab TR \#137 - September, 1989.

@InCollection{ Simoncelli90,
	AUTHOR = "E. P. Simoncelli and E. H. Adelson",
	BOOKTITLE = "Subband Image Coding",
	TITLE = "Subband Transforms",
	CHAPTER = 4,
	EDITOR = "John W Woods",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli90-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli90.ps.Z",
	PUBLISHER = "Kluwer Academic Publishers",
	ADDRESS = "Norwell, MA",
	YEAR = 1990,
	PAGES = "143--192"
}

%% Also: MIT Media Lab TR \#100 - May, 1988.

@MastersThesis{ Simoncelli-ms,
	AUTHOR = "E. P. Simoncelli",
	TITLE = "Orthogonal Sub-band Image Transforms",
	SCHOOL = "Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science",
	ADDRESS = "Cambridge, MA",
	YEAR = 1988,
	MONTH = "May",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli-ms-abstract.html",
	NOTE = "Also available as MIT Media Laboratory Vision and Modeling Technical Report \#100."
}

%% spie-99:

@InProceedings{ Simoncelli99b,
	TITLE = "Modeling the Joint Statistics of Images in the Wavelet Domain",
	AUTHOR = "E.P. Simoncelli",
	BOOKTITLE = "Proc SPIE, 44th Annual Meeting",
	VOLUME = "3813",
	ADDRESS = "Denver",
	MONTH = "July",
	YEAR = 1999,
	ABSTRACT_URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/simoncelli99b-abstract.html"
}

%%%======================================================================

@Misc{ -Patents,
	TITLE = "{Patents}"
}

@Misc{ patent3,
	AUTHOR = "E P Simoncelli and H Farid",
	TITLE = "Single-lens Range Imaging Using Optical Derivative Masks",
	YEAR = 1995,
	NOTE = "U.S. Patent 5,703,677. Filed 14 Nov 1995, issued 30 Dec 1997. International Patent Pending (filed 13 Nov 1996)."
}

@Misc{ patent2,
	AUTHOR = "A P Pentland and E P Simoncelli and T Stephenson",
	TITLE = "Fractal-based Image Compression and Interpolation",
	YEAR = 1992,
	NOTE = "U.S. Patent Number 5,148,497. Filed 14 Feb 1990, issued 15 Sep 1992."
}

@Misc{ patent1,
	AUTHOR = "E. H. Adelson and E. P. Simoncelli",
	TITLE = "Truncated Subband Coding of Images",
	YEAR = 1989,
	NOTE = "U.S. Patent Number 4,917,812."
}

%%%======================================================================

@Misc{ -RefConfPap,
	TITLE = "{Refereed Conference Papers}"
}

@InProceedings{ Simoncelli98d,
	AUTHOR = "E. P. Simoncelli and O. Schwartz",
	TITLE = "Image Statistics and Cortical Normalization Models",
	BOOKTITLE = "Adv. Neural Information Processing Systems",
	VOLUME = 11,
	EDITOR = "M. S. Kearns and S. A. Solla and D. A. Cohn",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, MA",
	PAGES = "153--159",
	YEAR = 1999
}

%% icip-98: talk, ???/1200 accepted

@InProceedings{ Simoncelli98b,
	AUTHOR = "E. P. Simoncelli and J. Portilla",
	TITLE = "Texture Characterization via Joint Statistics of Wavelet Coefficient Magnitudes",
	BOOKTITLE = "Fifth IEEE Int'l Conf on Image Proc",
	ADDRESS = "Chicago",
	MONTH = "October 4-7",
	YEAR = 1998,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/simoncelli98b-abstract.html",
	FTP = "ftp://ftp.cns.nyu.edu/pub/eero/simoncelli98b.ps.gz"
}

%****

% asilomar-97: invited talk

@InProceedings{ Simoncelli97b,
	TITLE = "Statistical Models for Images: {C}ompression, Restoration and Synthesis",
	AUTHOR = "E. P. Simoncelli",
	BOOKTITLE = "31st Asilomar Conf.",
	MONTH = "November",
	PUBLISHER = "IEEE Sig. Proc. Soc.",
	PAGES = "673--678",
	YEAR = 1997
}

% icip-97, poster

@InProceedings{ Simoncelli97a,
	TITLE = "Embedded Wavelet Image Compression Based on a Joint Probability Model",
	AUTHOR = "E P Simoncelli and R W Buccigrossi",
	BOOKTITLE = "Fourth Int'l Conf on Image Proc",
	ADDRESS = "Santa Barbara",
	VOLUME = "I",
	PAGES = "640--643",
	PUBLISHER = "IEEE Sig Proc Society",
	MONTH = "October",
	YEAR = 1997,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli97a-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli97a.ps.gz"
}

% caip2-97: talk

@InProceedings{ Farid97a,
	TITLE = "Optimally Rotation-Equivariant Directional Derivative Kernels",
	AUTHOR = "H Farid and E Simoncelli",
	BOOKTITLE = "Int'l Conf Computer Analysis of Images and Patterns",
	ADDRESS = "Kiel, Germany",
	MONTH = "September",
	PAGES = "207--214",
	PUBLISHER = "Springer-Verlag",
	YEAR = 1997,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/farid97a-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/farid97a.ps.gz",
	ALT_FTP = "http://www-bcs.mit.edu/~farid/caip97.ps.gz",
	ALT_FTP2 = "http://www-bcs.mit.edu/~farid/caip97.pdf"
}

% caip1-97: talk

@InProceedings{ Mendels97,
	TITLE = "Discrete-Time Rigidity-Constrained Optical Flow",
	AUTHOR = "J Mendelsohn and E Simoncelli and R Bajcsy",
	BOOKTITLE = "Int'l Conf Computer Analysis of Images and Patterns",
	ADDRESS = "Kiel, Germany",
	MONTH = "September",
	YEAR = 1997,
	PAGES = "255--262",
	PUBLISHER = "Springer-Verlag",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/mendels97-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/mendels97.ps.gz"
}

%% icassp-97: poster

@InProceedings{ Buccigrossi96,
	TITLE = "Progressive Wavelet Image Coding Based on a Conditional Probability Model",
	AUTHOR = "R. W. Buccigrossi and E. P. Simoncelli",
	BOOKTITLE = "ICASSP",
	VOLUME = "IV",
	PAGES = "2957--2960",
	PUBLISHER = "IEEE Sig Proc Society",
	ADDRESS = "Munich, Germany",
	MONTH = "April",
	YEAR = 1997,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/buccigrossi96-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/buccigrossi96.ps.gz"
}

%% osa-96:

@InProceedings{ Farid96,
	TITLE = "A Differential Optical Range Camera",
	AUTHOR = "H. Farid and E. Simoncelli",
	BOOKTITLE = "Optical Society of America, Annual Meeting",
	ADDRESS = "Rochester, NY",
	MONTH = "October",
	YEAR = 1996,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/farid96-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/farid96.ps.Z",
	ALT_FTP = "http://www-bcs.mit.edu/~farid/osa96.ps.gz",
	ALT_FTP2 = "http://www-bcs.mit.edu/~farid/osa96.pdf"
}

% *** PAGES

%% icip-96: invited talk

@InProceedings{ Simoncelli96d,
	TITLE = "A Rotation-Invariant Pattern Signature",
	AUTHOR = "E P Simoncelli",
	BOOKTITLE = "Third Int'l Conf on Image Proc",
	ADDRESS = "Lausanne",
	VOLUME = "III",
	PAGES = "185--188",
	PUBLISHER = "IEEE Sig Proc Society",
	NOTE = "Invited presentation",
	MONTH = "September",
	YEAR = 1996,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli96d-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli96d.ps.Z"
}

%% icip-96: poster

@InProceedings{ Simoncelli96c,
	TITLE = "Noise Removal via {B}ayesian Wavelet Coring",
	AUTHOR = "E. P. Simoncelli and E. H. Adelson",
	BOOKTITLE = "Third Int'l Conf on Image Proc",
	VOLUME = "I",
	PAGES = "379--382",
	MONTH = "September",
	YEAR = 1996
}

%% eccv-96: talkg

@InProceedings{ Simoncelli96a,
	TITLE = "Direct Differential Range Estimation Using Optical Masks",
	AUTHOR = "E P Simoncelli and H Farid",
	BOOKTITLE = "Fourth European Conf on Computer Vision",
	ADDRESS = "Cambridge, UK",
	MONTH = "April",
	YEAR = 1996,
	VOLUME = "II",
	PAGES = "82--93",
	PUBLISHER = "Springer-Verlag",
	NOTE = "Lecture Notes in Computer Science, Vol. 1065",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli96a-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli96a.ps.Z",
	ALT_FTP = "http://www-bcs.mit.edu/~farid/eccv96.ps.gz",
	ALT_FTP2 = "http://www-bcs.mit.edu/~farid/eccv96.pdf"
}

%% icassp-96: talk

@InProceedings{ Karasaridis96,
	TITLE = "A Filter Design Technique for Steerable Pyramid Image Transforms",
	AUTHOR = "A Karasaridis and E P Simoncelli",
	BOOKTITLE = "ICASSP",
	ADDRESS = "Atlanta, GA",
	VOLUME = "IV",
	PAGES = "2389--2392",
	PUBLISHER = "IEEE Sig Proc Society",
	MONTH = "May",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/karasaridis96-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/karasaridis96.ps.Z",
	YEAR = 1996
}

%% icip-95: talk

@InProceedings{ Simoncelli95b,
	TITLE = "The Steerable Pyramid: A Flexible Architecture for Multi-Scale Derivative Computation",
	AUTHOR = "E. P. Simoncelli and W. T. Freeman",
	BOOKTITLE = "Int'l Conf on Image Proc",
	VOLUME = "III",
	PAGES = "444--447",
	PUBLISHER = "IEEE Sig Proc Soc.",
	MONTH = "October",
	YEAR = 1995,
	ADDRESS = "Washington, DC"
}

%% iccv-95: poster

@InProceedings{ Simoncelli94c,
	TITLE = "Steerable Wedge Filters",
	AUTHOR = "E Simoncelli and H Farid",
	BOOKTITLE = "Fifth Int'l Conf Computer Vision",
	ADDRESS = "Boston, MA",
	PAGES = "189--194",
	PUBLISHER = "IEEE Computer Society",
	MONTH = "June",
	YEAR = 1995,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli94c-abstract.html",
	FTP = "http://www-bcs.mit.edu/~farid/iccv95.ps.gz",
	ALT_FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli94c.ps.Z",
	ALT_FTP2 = "http://www-bcs.mit.edu/~farid/iccv95.pdf"
}

%% icip-94: talk

@InProceedings{ Simoncelli94b,
	TITLE = "Design of Multi-dimensional Derivative Filters",
	AUTHOR = "E P Simoncelli",
	BOOKTITLE = "First Int'l Conf on Image Proc",
	ADDRESS = "Austin, Texas",
	VOLUME = "I",
	PAGES = "790--793",
	PUBLISHER = "IEEE Sig Proc Society",
	MONTH = "November",
	YEAR = 1994,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli94b-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli94b.ps.Z"
}

%% egw-94: talk.

@InProceedings{ Nimeroff94a,
	TITLE = "Efficient Re-Rendering of Naturally Illuminated Environments",
	AUTHOR = "J Nimeroff and E Simoncelli and J Dorsey",
	BOOKTITLE = "Fifth Annual Eurographics Symposium on Rendering",
	ADDRESS = "Darmstadt, Germany",
	MONTH = "June",
	YEAR = 1994,
	PUBLISHER = "Springer-Verlag",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/nimeroff94a-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/jnimerof/EGWR5/rerendering.ps.gz"
}

%% talk

@InProceedings{ Thomas94,
	TITLE = "Spherical Retinal Flow for a Fixating Observer",
	AUTHOR = "I Thomas and E Simoncelli and R Bajcsy",
	BOOKTITLE = "IAPR/IEEE Workshop on Visual Behaviors",
	YEAR = 1994,
	PUBLISHER = "IEEE Computer Society",
	MONTH = "June",
	ADDRESS = "Seattle",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/thomas94-abstract.html",
	ALT_FTP = "http://www.cis.upenn.edu/~grasp/technical-reports/368.ps.gz",
	FTP = "ftp://ftp.cis.upenn.edu/pub/ircs/tr/94-03.ps.Z"
}

%% eccv-94: talk

@InProceedings{ Darrell93d,
	AUTHOR = "T Darrell and E Simoncelli",
	TITLE = "Separation of Transparent Motion into Layers using Velocity-Tuned Mechanisms",
	BOOKTITLE = "European Conf on Computer Vision",
	PUBLISHER = "Springer-Verlag",
	YEAR = 1994,
	NOTE = "Also available as MIT Media Laboratory Vision and Modeling Technical Report \#244.",
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/darrell93d-abstract.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-244.ps.Z"
}

% *** ADDRESS, PAGES

%% mdsp-93: poster

@InProceedings{ Simoncelli93d,
	AUTHOR = "E P Simoncelli",
	TITLE = "Coarse-to-fine Estimation of Visual Motion",
	BOOKTITLE = "Proc Eighth Workshop on Image and Multidimensional Signal Processing",
	YEAR = 1993,
	PUBLISHER = "IEEE Sig Proc Society",
	PAGES = "128--129",
	MONTH = "September",
	ADDRESS = "Cannes, France",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli93d.ps.Z"
}

%% cvpr-93
%% Originally: MIT Media Laboratory Vision and Modeling TR \#198 (Darrell93c)

@InProceedings{ Darrell93b,
	AUTHOR = "T J Darrell and E P Simoncelli",
	TITLE = "{``Nulling''} Filters and the Separation of Transparent Motions",
	BOOKTITLE = "Conf on Computer Vision and Pattern Recognition",
	PUBLISHER = "IEEE Computer Society",
	MONTH = "June",
	YEAR = 1993
}

% *** URL/FTP, PAGES, ADDRESS

%% Motion Workshop: talk

@InProceedings{ Heeger91a,
	AUTHOR = "D J Heeger and A D Jepson and E P Simoncelli",
	TITLE = "Recovering Observer Translation with Center-Surround Operators",
	BOOKTITLE = "Proc Workshop on Visual Motion",
	ADDRESS = "Princeton, NJ",
	PUBLISHER = "IEEE Computer Society",
	MONTH = "October",
	PAGES = "95--100",
	YEAR = 1991
}

%% cvpr-91: talk
%% Originally: MIT Media Lab Vision and Modeling TR \#165 (Simoncelli91a)

@InProceedings{ Simoncelli-cvpr91,
	AUTHOR = "E P Simoncelli and E H Adelson and D J Heeger",
	TITLE = "Probability Distributions of Optical Flow",
	BOOKTITLE = "Proc Conf on Computer Vision and Pattern Recognition",
	PUBLISHER = "IEEE Computer Society",
	PAGES = "310--315",
	ADDRESS = "Mauii, Hawaii",
	MONTH = "June",
	YEAR = 1991,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli-cvpr91-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/simoncelli-cvpr91.ps.Z"
}

%% osa-90: talk

@InProceedings{ Simoncelli90c,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Optical Flow Distributions: {Gradient}, Energy and Regression Methods",
	BOOKTITLE = "Optical Society of America, Annual Meeting",
	MONTH = "November",
	ADDRESS = "Boston, MA",
	YEAR = 1990
}

% *** PAGES

%% pcs-90: poster

@InProceedings{ Adelson90,
	AUTHOR = "E H Adelson and E P Simoncelli",
	TITLE = "Subband Image Coding with Three-tap Pyramids",
	BOOKTITLE = "Proc Picture Coding Symposium",
	ADDRESS = "Cambridge, MA",
	PAGES = "3.9.1--3.9.3",
	MONTH = "March",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/adelson90-abstract.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/EPIC.ps.Z",
	YEAR = 1990
}

%% pcs-90: talk

@InProceedings{ Simoncelli90b,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Subband Image Coding with Hexagonal Quadrature Mirror Filters",
	BOOKTITLE = "Proc Picture Coding Symposium",
	ADDRESS = "Cambridge, MA",
	PAGES = "10.7.1--10.7.5",
	MONTH = "March",
	YEAR = 1990
}

%*** URL

%% spie-89: talk

@InProceedings{ Simoncelli89a,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Nonseparable {QMF} Pyramids",
	BOOKTITLE = "Proc SPIE Visual Comm and Image Proc IV",
	VOLUME = "1199.3",
	PAGES = "1242--1246",
	ADDRESS = "Philadelphia",
	MONTH = "November",
	YEAR = 1989
}

%% osa-89: talk

@InProceedings{ Simoncelli89b,
	AUTHOR = "W T Freeman and E H Adelson and E P Simoncelli",
	TITLE = "Steerable Filters for Image Analysis",
	BOOKTITLE = "Optical Society of America, Annual Meeting",
	ADDRESS = "Orlando",
	VOLUME = 18,
	MONTH = "October",
	YEAR = 1989
}

% *** PAGES, URL

%% osa-89: talk

@InProceedings{ Adelson89,
	AUTHOR = "E H Adelson and E P Simoncelli",
	TITLE = "Hexagonal {QMF} Pyramids",
	BOOKTITLE = "Proc Optical Society of America, Topical Meeting on Applied Vision",
	ADDRESS = "San Francisco",
	PAGES = "5--8",
	MONTH = "July",
	YEAR = 1989
}

%% AAAI RobNav: talk

@InProceedings{ Heeger89,
	AUTHOR = "D J Heeger and E P Simoncelli",
	TITLE = "Sequential Motion Analysis",
	BOOKTITLE = "Proc of AAAI Robot Navigation Symposium",
	MONTH = "March",
	YEAR = 1989,
	NOTE = "Also available as MIT Media Laboratory Vision and Modeling Technical Report \#123."
}

% *** URL, PAGES

%% talk

@InProceedings{ Adelson87a,
	AUTHOR = "E H Adelson and E P Simoncelli",
	TITLE = "Orthogonal Pyramid Image Transforms",
	BOOKTITLE = "Proc IGC",
	YEAR = 1987
}

% *** PUBLISHER, ADDRESS, PAGES, MONTH

%% spie-87: talk
%% Originally: MIT Media Lab Vision Science Tech Report \#99.

@InProceedings{ Adelson87,
	AUTHOR = "E H Adelson and E P Simoncelli and R Hingorani",
	TITLE = "Orthogonal Pyramid Transforms for Image Coding",
	BOOKTITLE = "Proc SPIE Visual Communications and Image Processing II",
	ADDRESS = "Cambridge, MA",
	VOLUME = 845,
	MONTH = "October",
	PAGES = "50--58",
	YEAR = 1987,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/adelson87-abstract.html",
	FTP = "ftp://ftp.cis.upenn.edu/pub/eero/adelson87.ps.Z"
}

%  NOTE =  ``Also available as MIT Media Lab Vision Science Technical Report \#99.''

%%%======================================================================

@Misc{ -RefConfAbst,
	TITLE = "{Refereed Conference Abstracts}"
}

% Neurosci-98:

@InProceedings{ Mikaelian98,
	AUTHOR = "S Mikaelian and V P Ferrera and E P Simoncelli",
	TITLE = "Modeling {MT} Neuronal Responses To Compound Stimuli",
	BOOKTITLE = "Annual Meeting, Neurosciences",
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "November",
	YEAR = 1998
}

% *** PAGES, Correct BOOKTITLE

%% ecvp-93

@InProceedings{ Darrell93e,
	TITLE = "Integration of Structure-from-motion Information across Time and Space",
	AUTHOR = "T Darrell and E Simoncelli and A Azarbayejani and B Horowitz and A P Pentland",
	BOOKTITLE = "European Conf on Visual Perception",
	ADDRESS = "Edinburgh",
	MONTH = "August",
	YEAR = 1993
}

% *** PAGES, URL, talk/poster?

%% arvo-93: talk

@InProceedings{ Simoncelli93c,
	AUTHOR = "E P Simoncelli and D J Heeger",
	TITLE = "A Computational Model for Representation of Image Velocities",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 34,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "May",
	PAGES = "1346",
	YEAR = 1993
}

%% arvo-93:

@InProceedings{ Darrell93a,
	AUTHOR = "T J Darrell and E P Simoncelli",
	TITLE = "Separation of Transparent Motion into Layers using Velocity-tuned Mechanisms",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 34,
	MONTH = "May",
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	PAGES = "1052",
	YEAR = 1993
}

% *** talk/poster?

%% arvo-92: talk

@InProceedings{ Simoncelli92b,
	AUTHOR = "E P Simoncelli and D J Heeger",
	TITLE = "A Computational Model for Perception of Two-dimensional Pattern Velocities",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 33,
	PAGES = 954,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "May",
	YEAR = 1992
}

%% arvo-92: 

@InProceedings{ Darrell92,
	AUTHOR = "T J Darrell and E P Simoncelli and E H Adelson and A P Pentland",
	TITLE = "A Model of Transparent Motion Perception Using Layers",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 33,
	PAGES = 1142,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "May",
	YEAR = 1992
}

% *** talk/poster?

%% arvo-91: talk

@InProceedings{ Simoncelli91b,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Relationship between Gradient, Spatio-temporal Energy, and Regression Models for Motion Perception",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 32,
	PAGES = 893,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "May",
	YEAR = 1991
}

%% ecvp-90:

@InProceedings{ Adelson90b,
	AUTHOR = "E H Adelson and E P Simoncelli and W T Freeman",
	TITLE = "Pyramids and Multiscale Representations",
	BOOKTITLE = "Proc European Conf on Visual Perception",
	ADDRESS = "Paris",
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "August",
	YEAR = 1990
}

% *** PAGES, PUBLISHER, talk/poster?

%% arvo-90: talk

@InProceedings{ Simoncelli90a,
	AUTHOR = "E P Simoncelli and D J Heeger and E H Adelson",
	TITLE = "Perception of {3D} Motion in the Presence of Uncertainty",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 31,
	PAGES = 173,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html",
	MONTH = "May",
	YEAR = 1990
}

%% arvo-88: talk

@InProceedings{ Adelson88,
	AUTHOR = "E Adelson and E Simoncelli and R Hummel",
	TITLE = "Sampling Strategies for Image Representations",
	BOOKTITLE = "Investigative Opthalmology and Visual Science Supplement (ARVO)",
	VOLUME = 29,
	PAGES = 408,
	MONTH = "May",
	YEAR = 1988,
	ABSTRACT-URL = "http://www.cns.nyu.edu/~eero/ABSTRACTS/ARVO-abstracts.html"
}

%% osa-87: talk

@InProceedings{ Simoncelli87,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Efficient Image Coding with {QMF} Pyramids",
	BOOKTITLE = "Optical Society of America, Annual Meeting",
	ADDRESS = "Rochester, NY",
	VOLUME = "A4-13",
	PAGES = 84,
	MONTH = "October",
	YEAR = 1987
}

%% osa-87: talk

@InProceedings{ Adelson87b,
	AUTHOR = "E H Adelson and E P Simoncelli",
	TITLE = "{QMF} Pyramids: a New Class of Orthogonal Pyramid Transform",
	BOOKTITLE = "Optical Society of America, Annual Meeting",
	ADDRESS = "Rochester, NY",
	VOLUME = "A4-13",
	PAGES = 84,
	MONTH = "October",
	YEAR = 1987,
	NOTE = "Reprinted in {\sl Image Coding and Compression}, M. Rabbani (ed), SPIE Milestone Series, 1992"
}

%% ecvp-87:

@InProceedings{ Adelson87c,
	AUTHOR = "E H Adelson and E P Simoncelli and R Hingorani",
	TITLE = "Orthogonal Pyramid Transforms for Image Coding",
	BOOKTITLE = "Proc Tenth European Conf on Visual Perception",
	ADDRESS = "Varna, Bulgaria",
	MONTH = "August",
	YEAR = 1990
}

% *** URL, PAGES, PUBLISHER, talk/poster?

%%%======================================================================

@Misc{ -TechRep,
	TITLE = "{Technical Reports and Other Publications}"
}

% Scenestats-97, invited talk.  Only abstracts published

@InProceedings{ Simoncelli97c,
	TITLE = "Normalized Component Analysis and the Statistics of Natural Scenes",
	AUTHOR = "E P Simoncelli",
	BOOKTITLE = "Natural Scene Statistics Meeting at Jiminy Peak",
	ADDRESS = "Hancock, MA",
	MONTH = "September 11-14",
	YEAR = 1997,
	NOTE = "Invited presentation.",
	ABSTRACT-URL = "http://www.klab.caltech.edu/~pam/nssmeeting/home.html",
	ALT_ABSTRACT-URL = "http://redwood.ucdavis.edu/NSS/NSS.html"
}

@TechReport{ Mendels97a,
	TITLE = "Discrete-Time Rigid Motion Constrained Optical Flow Assuming Planar Structure",
	AUTHOR = "J Mendelsohn and E Simoncelli and R Bajcsy",
	INSTITUTION = "GRASP Laboratory, University of Pennsylvania",
	NUMBER = 410,
	MONTH = "February",
	YEAR = 1997,
	NOTE = "Available at {\tt http://www.cis.upenn.edu/~grasp/technical-reports/410.ps.gz}",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/mendels97a-abstract.html",
	FTP = "http://www.cis.upenn.edu/~grasp/technical-reports/410.ps.gz"
}

@TechReport{ Teo96,
	TITLE = "Efficient Linear Re-rendering for Interactive Lighting Design",
	AUTHOR = "P C Teo and E P Simoncelli and D J Heeger",
	INSTITUTION = "Computer Scence Department, Stanford University",
	NUMBER = "STAN-CS-TN-97-60",
	MONTH = "September",
	NOTE = "Available at {\tt ftp://white.stanford.edu/users/teo/pub/papers/steerlight-tr.ps.gz}",
	YEAR = 1997,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/teo96-abstract.html",
	FTP = "ftp://white.stanford.edu/users/teo/pub/papers/steerlight-tr.ps.gz"
}

@TechReport{ Mendels96,
	TITLE = "Acceleration-limited Egomotion Estimation",
	AUTHOR = "J Mendelsohn and E Simoncelli",
	INSTITUTION = "GRASP Laboratory, University of Pennsylvania",
	NUMBER = 406,
	MONTH = "August",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/mendels96-abstract.html",
	YEAR = 1996
}

% *** FTP?

@TechReport{ Thomas95,
	TITLE = "Fixation and a 180-Degree View Simplify Egomotion Estimation",
	AUTHOR = "I Thomas and E Simoncelli and R Bajcsy",
	INSTITUTION = "GRASP Laboratory, University of Pennsylvania",
	NUMBER = 390,
	NOTE = "Also, Computer Science Department MS-CIS-95-15",
	MONTH = "January",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/thomas95-abstract.html",
	FTP = "http://www.cis.upenn.edu/~techreports",
	YEAR = 1995
}

@TechReport{ Thomas94c,
	TITLE = "Linear Structure from Motion",
	AUTHOR = "I Thomas and E Simoncelli and R Bajcsy",
	INSTITUTION = "University of Pennsylvania",
	NOTE = "Available as GRASP Laboratory Technical Report MS-CIS-94-61, from {\tt http://www.cis.upenn.edu/~grasp/technical-reports/383.ps.gz}",
	MONTH = "December",
	YEAR = 1994,
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/thomas94c-abstract.html",
	FTP = "http://www.cis.upenn.edu/~grasp/technical-reports/383.ps.gz"
}

@TechReport{ Provan94,
	TITLE = "A Novel Radial Intensity Based Edge Operator",
	AUTHOR = "G Provan and H Farid and E Simoncelli",
	NUMBER = "MS-CIS-94-07",
	YEAR = "1994",
	MONTH = "January",
	TYPE = "GRASP Laboratory Technical Report",
	INSTITUTION = "University of Pennsylvania",
	FTP = "http://www.cis.upenn.edu/~grasp/technical-reports/369.ps.gz"
}

%% This material appears in Simoncelli-phd

@TechReport{ Simoncelli93b,
	AUTHOR = "E P Simoncelli",
	TITLE = "Computing Optical Flow from First and Second Derivatives",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision and Modeling Technical Report",
	MONTH = "November",
	YEAR = 1992
}

% *** URL TR number?

@TechReport{ Simoncelli93a,
	AUTHOR = "E P Simoncelli",
	TITLE = "Distributed Representation of Image Velocity",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision and Modeling Technical Report",
	NUMBER = 202,
	MONTH = "October",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli93a-abstract.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-202.ps.Z",
	YEAR = 1992
}

%% Submission to cvpr-93. 
%% Superseded by Darrell93b (final cvpr-93 paper).

@TechReport{ Darrell93c,
	AUTHOR = "T J Darrell and E P Simoncelli",
	TITLE = "On the Use of Nulling Filters to Separate Transparent Motions",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision and Modeling Technical Report",
	NUMBER = 198,
	MONTH = "October",
	YEAR = 1992,
	ABSTRACT-URL = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-198-ABSTRACT.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-198.ps.Z"
}

@TechReport{ Simoncelli91c,
	AUTHOR = "E P Simoncelli",
	TITLE = "Detection of Multiple Motions",
	MONTH = "April",
	INSTITUTION = "MIT Media Laboratory",
	NOTE = "Vision and Modeling Technical Report",
	YEAR = 1991
}

% *** URL, TR NUMBER?

%% Superseded by Simoncelli-cvpr91.

@TechReport{ Simoncelli91a,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Computing Optical Flow Distributions Using Spatio-Temporal Filters",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision and Modeling Technical Report",
	NUMBER = 165,
	MONTH = "November",
	YEAR = 1990,
	NOTE = "Revised, March 1991.",
	ABSTRACT-URL = "http://www.cis.upenn.edu/~eero/ABSTRACTS/simoncelli91a-abstract.html",
	FTP = "ftp://whitechapel.media.mit.edu/pub/tech-reports/TR-165.ps.Z"
}

@TechReport{ Heeger92-obvius,
	AUTHOR = "D J Heeger and E P Simoncelli and EJ Chichilnisky",
	TITLE = "{OBVIUS}: Object-Based Vision and Image Understanding System, Version 2.2",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision \& Modeling Technical Report",
	NUMBER = 195,
	MONTH = "August",
	YEAR = 1992
}

%% Superseded by MIT Media Lab Vision and Modeling TR \#195 (Heeger92-obvius).

@TechReport{ Heeger89-obvius,
	AUTHOR = "D J Heeger and E P Simoncelli and M Sokolov",
	TITLE = "{OBVIUS}: Object-Based Vision and Image Understanding System",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision Science Technical Report",
	NUMBER = 121,
	MONTH = "April",
	YEAR = 1989
}

%% NOTE: The self-inverting Gabor set is in this Tech Report and in the 
%% Master's thesis.  It is NOT in the Woods chapter, or in SPIE87.

@TechReport{ Simoncelli88,
	AUTHOR = "E P Simoncelli and E H Adelson",
	TITLE = "Multi-scale Image Transforms",
	INSTITUTION = "MIT Media Laboratory",
	TYPE = "Vision Science Technical Report",
	NUMBER = 101,
	MONTH = "January",
	YEAR = 1988
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

@Article{ Portilla99,
	AUTHOR = "J. Portilla and E. P. Simoncelli",
	TITLE = "A Parametric Texture Model based on Joint Statistics of Complex Wavelet Coefficients",
	JOURNAL = "Int'l Journal of Computer Vision",
	VOLUME = 40,
	NUMBER = 1,
	MONTH = "October",
	PAGES = "49--70",
	YEAR = 2000
}

@Article{ Kalman61,
	AUTHOR = "{R. E. Kalman} and R. S. Bucy",
	TITLE = "New results in linear prediction and filtering theory",
	JOURNAL = "Journal of Basic Engineering",
	YEAR = "1961",
	VOLUME = "",
	MONTH = "",
	PAGES = "95--108",
	NOTE = ""
}

@Article{ Wainwright99a,
	AUTHOR = "M. J. Wainwright and E. P. Simoncelli",
	TITLE = "Explaining adaptation in {V}1 neurons with a statistically-optimized normalization model",
	JOURNAL = "Invest. Opthamology and Visual Science (Supplement)",
	YEAR = "1999",
	VOLUME = "",
	PAGES = "\# 3017"
}

@Article{ Wainwright99b,
	AUTHOR = "M. J. Wainwright",
	TITLE = "Visual adaptation as optimal information transmission",
	JOURNAL = "Vision Research",
	YEAR = "1999",
	VOLUME = "39",
	PAGES = "3960--3974"
}

@Article{ Ihler05,
	AUTHOR = "A. Ihler and J. Fisher and A. S. Willsky",
	TITLE = "Loopy belief propagation: Convergence and effects of message errors",
	JOURNAL = "Journal of Machine Learning Research",
	YEAR = "2005",
	MONTH = "May",
	VOLUME = 6,
	PAGES = "905--936"
}

@InProceedings{ Wainwright05c,
	AUTHOR = "M. J. Wainwright",
	TITLE = "Stable message-passing and convex surrogates: Joint parameter estimation and prediction in coupled {G}aussian mixture models",
	BOOKTITLE = "IEEE Workshop on Statistical Signal Processing",
	MONTH = "July",
	YEAR = 2005,
	NOTE = "To appear"
}

@InProceedings{ Wainwright99nips,
	AUTHOR = "M. J. Wainwright and E. P. Simoncelli",
	TITLE = "Scale mixtures of {G}aussians and the statistics of natural images",
	BOOKTITLE = "Neural Information Processing Systems 12",
	VOLUME = 12,
	YEAR = 1999,
	MONTH = "December",
	PAGES = "855--861",
	NOTE = "Paper available at http://ssg.mit.edu/group/mjwain/mjwain.shtml,"
}

%ADDRESS = 	 ``Cambridge, MA'',

@InProceedings{ Wainwright00a,
	author = "M. J. Wainwright and E. B. Sudderth and A. S. Willsky",
	title = "Tree-based modeling and estimation of {G}aussian processes on graphs with cycles",
	booktitle = "NIPS 13",
	pages = "661--667",
	year = "2001",
	publisher = "MIT Press"
}

@InProceedings{ Wainwright01nips,
	author = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	title = "Tree-based reparameterization for approximate inference on loopy graphs",
	booktitle = "NIPS 14",
	year = "2002",
	publisher = "MIT Press"
}

@Article{ Wainwright01acha,
	AUTHOR = "M. J. Wainwright and E. P. Simoncelli and A. S. Willsky",
	TITLE = "Random cascades on wavelet trees and their use in modeling and analyzing natural images",
	YEAR = 2001,
	JOURNAL = "Applied Computational and Harmonic Analysis",
	VOLUME = "11",
	PAGES = "89--123"
}

@TechReport{ NguWaiJor05b,
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	TITLE = "On divergence measures, surrogate loss functions, and decentralized detection",
	INSTITUTION = "Department of Statistics, UC Berkeley",
	YEAR = 2005,
	NUMBER = 695
}

@InProceedings{ NguWaiJor04,
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	TITLE = "Decentralized detection and classification using kernel methods",
	BOOKTITLE = "International Conference on Machine Learning (ICML)",
	YEAR = 2004,
	ADDRESS = "Banff, Canada",
	MONTH = "July"
}

@InProceedings{ NguWaiJor06,
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	TITLE = "On optimal quantization rules for some sequential decision problems",
	BOOKTITLE = "International Symposium on Information Theory",
	YEAR = 2006,
	ADDRESS = "Seattle, WA",
	MONTH = "July",
	NOTE = "Available at arxiv:math.ST/0608556"
}

@Article{ NguWaiJor05,
	AUTHOR = "X. Nguyen and M. J. Wainwright and M. I. Jordan",
	TITLE = "Nonparametric decentralized detection using kernel methods",
	YEAR = 2005,
	JOURNAL = "IEEE Trans. Signal Processing",
	MONTH = "November",
	PAGES = "4053--4066",
	VOLUME = 53,
	NUMBER = 11
}

@InProceedings{ Wainwright00spie,
	AUTHOR = "M. J. Wainwright and E. P. Simoncelli and A. S. Willsky",
	TITLE = "Random cascades of {G}aussian scale mixtures on wavelet trees with application to natural images",
	BOOKTITLE = "Proceedings of SPIE",
	YEAR = 2000,
	ADDRESS = "San Diego, CA",
	MONTH = "July",
	NOTE = "Paper available at http://ssg.mit.edu/group/mjwain/mjwain.shtml"
}

@InProceedings{ Wainwright00icip,
	AUTHOR = "M. J. Wainwright and E. P. Simoncelli and A. S. Willsky",
	TITLE = "Random cascades of {G}aussian scale mixtures and their use in modeling natural images with application to denoising",
	BOOKTITLE = "IEEE Int. Conf. Image Proc.",
	YEAR = 2000,
	ADDRESS = "Vancouver, Canada",
	MONTH = "September"
}

@InProceedings{ Portilla01icip,
	AUTHOR = "V. Strela E. Simoncelli {J. Portilla} and M.J. Wainwright",
	TITLE = "Adaptive {W}iener denoising using a {G}aussian scale mixture model in the wavelet domain",
	BOOKTITLE = "IEEE Int. Conf. Image Proc.",
	YEAR = 2001,
	ADDRESS = "Greece",
	MONTH = "September"
}

@Article{ WaiJaaWil01a,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Tree-based reparameterization framework for analysis of sum-product and related algorithms",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2003",
	VOLUME = 49,
	NUMBER = 5,
	MONTH = "May",
	PAGES = "1120--1146"
}

%UNPUBLISHED{Wainwright01a,
%        AUTHOR = ``M. J. Wainwright and T. S. Jaakkola and
%A. S. Willsky'',
%	TITLE = ``Tree-based reparameterization analysis of belief propagation and its generalizations'',
%        INSTITUTION = ``LIDS; Stochastic Systems Group'',
%        YEAR = ``2001'',
%        MONTH = ``May'',
%        NOTE = ``LIDS Tech. report P-2510''
%}

%%%%UNPUBLISHED{Wainwright02old,
%        %AUTHOR = ``M. J. Wainwright and T. Jaakkola and A. S. Willsky'',
%	%TITLE = ``A new class of upper bounds on the log partition function'',
%        %INSTITUTION = ``LIDS; Stochastic Systems Group'',
%        %YEAR = ``2002'',
%        %MONTH = ``April'',
%        %NOTE = ``LIDS Tech. report P-2562''
%}

@InProceedings{ Wainwright02a,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "A new class of upper bounds on the log partition function",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	VOLUME = 18,
	YEAR = 2002,
	PAGES = "536--543",
	MONTH = "August"
}

@Article{ Yedidia05,
	AUTHOR = "J.S. Yedidia and W. T. Freeman and Y. Weiss",
	TITLE = "Constructing free energy approximations and generalized belief propagation algorithms",
	JOURNAL = "IEEE Trans. Info. Theory",
	PAGES = "2282--2312",
	MONTH = "July",
	YEAR = 2005,
	VOLUME = 51,
	NUMBER = 7
}

@Article{ Wainwright05,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "A new class of upper bounds on the log partition function",
	JOURNAL = "IEEE Trans. Info. Theory",
	MONTH = "July",
	YEAR = 2005,
	VOLUME = 51,
	NUMBER = 7,
	PAGES = "2313--2335"
}

%NOTE = ``Available at http://ssg.mit.edu/group/mjwain/mjwain.shtml,''  
%%PAGES = ``To appear'',

@Article{ Wainwright02b,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Tree consistency and bounds on the max-product algorithm and its generalizations",
	JOURNAL = "Statistics and Computing",
	PAGES = "143--166",
	VOLUME = "14",
	MONTH = "April",
	YEAR = 2004
}

%UNPUBLISHED{Wainwright02b,
%        AUTHOR = ``M. J. Wainwright and T. S. Jaakkola and
%A. S. Willsky'',
%	TITLE = ``Tree consistency and bounds on the max-product
%algorithm and its generalizations'',
%        INSTITUTION = ``LIDS; Stochastic Systems Group'',

%       YEAR = ``2002'',

%       NOTE = ``Appeared as LIDS Tech. report, P-2554 MIT; Available online at

%               {\texttt{http://www.eecs.berkeley/edu/$\wtil{\phantom{e}}$wainwrig}}``,

%       MONTH = ``July''
%}

%      NOTE = ``LIDS Tech. report P-2510: available at {\texttt {http://ssg.mit.edu/group/mjwain/mjwain.shtml}}''

%%%%%%%%%%%%

@Unpublished{ Wainwright02tech,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Hypertree reparameterization and consequences for hypergraph entropy variational problems",
	INSTITUTION = "LIDS; Stochastic Systems Group",
	YEAR = "2002",
	NOTE = "LIDS Tech. report P-2555, MIT; Available online at {\texttt{http://www.eecs.berkeley.edu/$\tilde{\phantom{e}}$wainwrig}}",
	MONTH = "November"
}

%%

@PhDThesis{ Wainwright_phd,
	TITLE = "Stochastic processes on graphs with cycles: geometric and variational approaches",
	AUTHOR = "M. J. Wainwright",
	SCHOOL = "MIT",
	MONTH = "January",
	YEAR = 2002
}

%ADDRESS = ``Laboratory for Information and Decision Systems'',

@InCollection{ Wainwright01b,
	AUTHOR = "M. J. Wainwright and O. Schwartz and E. P. Simoncelli",
	TITLE = "Natural image statistics and divisive normalization: Modeling nonlinearities and adaptation in cortical neurons",
	BOOKTITLE = "Statistical Theories of the Brain",
	EDITOR = "P. Rao and B. Olshausen and M. Lewicki",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge",
	YEAR = 2002
}

@InProceedings{ Wainwright02aller,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "{MAP} estimation via agreement on (hyper)trees: Message-passing and linear programming approaches",
	BOOKTITLE = "Proc. Allerton Conference on Communication, Control and Computing",
	YEAR = "2002",
	MONTH = "October"
}

@Unpublished{ Wainwright03atech,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Tree-reweighted belief propagation algorithms and approximate {ML} estimation by pseudomoment matching",
	INSTITUTION = "LIDS; Stochastic Systems Group",
	YEAR = "2002",
	MONTH = "August"
}

@Unpublished{ Wainwright02c,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "MAP estimation via agreement on (hyper)trees: Message-passing and linear programming approaches",
	INSTITUTION = "LIDS; Stochastic Systems Group",
	YEAR = "2002",
	MONTH = "July",
	NOTE = "LIDS tech report"
}

@InProceedings{ Wainwright02d,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "A new class of upper bounds on the log partition function",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	VOLUME = 18,
	YEAR = 2002,
	MONTH = "August"
}

@InProceedings{ Wainwright02nips,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Exact {MAP} estimates by (hyper)tree agreement",
	BOOKTITLE = "NIPS",
	VOLUME = 15,
	YEAR = 2002,
	MONTH = "December"
}

%%NOTE = ``Paper available at http://ssg.mit.edu/group/mjwain/mjwain.shtml''

@Article{ Feldman05,
	AUTHOR = "J. Feldman and M. J. Wainwright and D. R. Karger",
	TITLE = "Using linear programming to decode binary linear codes",
	VOLUME = 51,
	JOURNAL = "IEEE Transactions on Information Theory",
	YEAR = 2005,
	MONTH = "March",
	PAGES = "954--972"
}

@InProceedings{ Feldman03,
	AUTHOR = "J. Feldman and D. R. Karger and M. J. Wainwright",
	TITLE = "Using linear programming to decode {LDPC} codes",
	BOOKTITLE = "Conference on Information Science and Systems",
	YEAR = 2003,
	MONTH = "March"
}

@InProceedings{ Wainwright03a,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Tree-reweighted belief propagation algorithms and approximate {ML} estimation by pseudomoment matching",
	BOOKTITLE = "Workshop on Artificial Intelligence and Statistics",
	YEAR = 2003,
	MONTH = "January"
}

%%NOTE = ``Available at http://ssg.mit.edu/group/mjwain/mjwain.shtml''  

%TECHREPORT{WaiJaaWil03,
%   AUTHOR = ``M. J. Wainwright and T. S. Jaakkola and A. S. Willsky'',
%   TITLE = ``Exact {MAP} estimates via agreement on (hyper)trees: Linear programming and message-passing approaches'',
%   INSTITUTION = ``UC Berkeley, UCB/CSD-3-1269'',
%   YEAR = 	 2003,
%   MONTH = ``August''
%}

@Article{ WaiJaaWil05b,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "Exact {MAP} estimates via agreement on (hyper)trees: Linear programming and message-passing",
	JOURNAL = "IEEE Trans. Information Theory",
	YEAR = "2005",
	MONTH = "November",
	VOLUME = 51,
	NUMBER = 11,
	PAGES = "3697--3717"
}

@TechReport{ WaiJor03Monster,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	TITLE = "Graphical models, exponential families, and variational inference",
	INSTITUTION = "UC Berkeley, Department of Statistics, No. 649",
	MONTH = "September",
	YEAR = 2003
}

@InProceedings{ WaiJor03aller,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	TITLE = "Variational inference in graphical models: The view from the marginal polytope",
	BOOKTITLE = "Proceedings of the Allerton Conference on Communication, Control and Computing",
	YEAR = 2003,
	MONTH = "October"
}

@InProceedings{ DimSarWai06,
	AUTHOR = "A. G. Dimakis and A. Sarwate and M. J. Wainwright",
	TITLE = "Geographic {G}ossip: {E}fficient aggregation in sensor networks",
	YEAR = 2006,
	MONTH = "March",
	BOOKTITLE = "Information Processing in Sensor Networks",
	ADDRESS = "Memphis, TN"
}

@InProceedings{ RajWaiVar06,
	AUTHOR = "R. Rajagopal and M. J. Wainwright and P. Varaiya",
	TITLE = "Universal quantile estimation with feedback in the communication-constrained setting",
	YEAR = 2006,
	MONTH = "July",
	BOOKTITLE = "International Symposium on Information Theory",
	ADDRESS = "Seattle, Washington"
}

@InProceedings{ DimWai06,
	AUTHOR = "A. G. Dimakis and M. J. Wainwright",
	TITLE = "Guessing {F}acets: {I}mproved {LP} decoding and {P}olytope {S}tructure",
	YEAR = 2006,
	MONTH = "July",
	BOOKTITLE = "International Symposium on Information Theory",
	ADDRESS = "Seattle, Washington"
}

@TechReport{ Zhang06,
	AUTHOR = "Z. Zhang and L. Dolocek and B. Nikolic and M. Wainwright",
	TITLE = "Investigation of error floors of structured low-density parity check codes by hardware emulation",
	YEAR = 2006,
	MONTH = "March",
	INSTITUTION = "Department of EECS, UC Berkeley",
	NOTE = "Submitted to Globecomm 2006"
}

@InProceedings{ YuAle05,
	AUTHOR = "W. Yu and M. Aleksic",
	TITLE = "Coding for the {B}lackwell channel: A survey propagation approach",
	YEAR = 2005,
	MONTH = "September",
	BOOKTITLE = "International Symposium on Information Theory",
	ADDRESS = "Adelaide, Australia",
	PAGES = "1583--1587"
}

@InProceedings{ WaiMan05,
	AUTHOR = "M. J. Wainwright and E. Maneva",
	TITLE = "Lossy source coding by message-passing and decimation over generalized codewords of {LDGM} codes",
	YEAR = 2005,
	MONTH = "September",
	BOOKTITLE = "International Symposium on Information Theory",
	ADDRESS = "Adelaide, Australia",
	NOTE = "Available at arxiv:cs.IT/0508068"
}

@InProceedings{ DasDimKarWai06,
	author = "C. Daskalakis and A. G. Dimakis and R. M. Karp and M. J. Wainwright",
	title = "Probabilistic Analysis of Linear Programming Decoding",
	booktitle = "Proceedings of the 18th Annual Symposium on Discrete Algorithms (SODA)",
	MONTH = "January",
	year = "2007"
}

@InProceedings{ DimWaiRam07,
	author = "A. G. Dimakis and M. J. Wainwright and K. Ramchandran",
	title = "Lower bounds on the rate-distortion performance of LDGM codes",
	booktitle = "Information Theory Workshop",
	MONTH = "September",
	year = "2007"
}

@InProceedings{ MMWSoda05,
	author = "E. Maneva and E. Mossel and M. J. Wainwright",
	title = "A New Look at Survey Propagation and its Generalizations",
	booktitle = "Proceedings of the 16th Annual Symposium on Discrete Algorithms (SODA)",
	PAGES = "1089--1098",
	year = "2005"
}

@Article{ ManMosWai07,
	AUTHOR = "E. Maneva and E. Mossel and M. J. Wainwright",
	TITLE = "A new look at survey propagation and its generalizations",
	JOURNAL = "Journal of the ACM",
	YEAR = 2007,
	VOLUME = 54,
	NUMBER = 4,
	PAGES = "2--41"
}

@TechReport{ ManMosWai04,
	AUTHOR = "E. Maneva and E. Mossel and M. J. Wainwright",
	TITLE = "A new look at survey propagation and its generalizations",
	INSTITUTION = "UC Berkeley, Department of Statistics, No. 669",
	MONTH = "September",
	YEAR = 2004,
	NOTE = "URL: http://xxx.lanl.gov/abs/cs.cc/0409012"
}

@TechReport{ WaiJor04,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	TITLE = "Treewidth-based conditions for exactness of the Sherali-Adams and Lasserre relaxations",
	INSTITUTION = "UC Berkeley, Department of Statistics, No. 671",
	MONTH = "September",
	YEAR = 2004
}

%TECHREPORT{WaiJor03,
%   AUTHOR = ``M. J. Wainwright and M. I. Jordan'',
%   TITLE = ``Semidefinite relaxations for approximate inference on graphs with cycles'',
%   INSTITUTION = ``UC Berkeley, UCB/CSD-3-1226'',
%   YEAR = 	 2003,
%   MONTH = ``January''
%}

@Article{ WaiJor05b,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	TITLE = "Log-determinant relaxation for approximate inference in discrete {M}arkov random fields",
	JOURNAL = "IEEE Trans. Signal Processing",
	YEAR = 2006,
	VOLUME = 54,
	NUMBER = 6,
	PAGES = "2099--2109",
	MONTH = "June"
}

@InCollection{ WaiJor05,
	AUTHOR = "M. J. Wainwright and M. I. Jordan",
	TITLE = "A variational principle for graphical models",
	BOOKTITLE = "New directions in statistical signal processing",
	EDITOR = "S. Haykin {et al.}",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge",
	YEAR = 2005
}

@InProceedings{ Chen03,
	AUTHOR = "L. Chen and M. J. Wainwright and M. Cetin and A. Willsky",
	TITLE = "Multitarget-multisensor data association using the tree-reweighted \ max-product algorithm",
	BOOKTITLE = "SPIE Aerosense Conference",
	YEAR = 2003,
	MONTH = "April"
}

%%%%%%%%%%%%%%%%%

@Article{ Garcia01,
	AUTHOR = "J. Garcia-Frias and Y. Zhao",
	TITLE = "Compression of correlated binary sources using turbo codes",
	JOURNAL = "IEEE Communication Letters",
	YEAR = 2001,
	VOLUME = 5,
	NUMBER = 10,
	PAGES = "417--419",
	MONTH = "October"
}

@Article{ Garcia02,
	AUTHOR = "J. Garcia-Frias and Y. Zhao",
	TITLE = "Compression of binary memoryless sources using punctured turbo codes",
	JOURNAL = "IEEE Communication Letters",
	YEAR = 2002,
	VOLUME = 6,
	NUMBER = 9,
	PAGES = "394--396",
	MONTH = "September"
}

@InProceedings{ Feldman03aller,
	AUTHOR = "J. Feldman and M. J. Wainwright and D. R. Karger",
	TITLE = "{LP} decoding",
	BOOKTITLE = "Proceedings of the Allerton Conference on Communication, Control and Computing",
	YEAR = 2003,
	MONTH = "October"
}

@TechReport{ Felplus03,
	AUTHOR = "J. Feldman and T. Malkin and R. A. Servedio and C. Stein and M. J. Wainwright",
	TITLE = "{LP} Decoding Corrects a Constant Fraction of Errors",
	INSTITUTION = "Operations Research, Columbia University",
	NUMBER = "CORC Technical Report TR-2003-08",
	YEAR = 2003,
	MONTH = "December"
}

@Article{ Portilla03,
	AUTHOR = "J. Portilla and V. Strela and M.J. Wainwright and E.P. Simoncelli",
	TITLE = "Image denoising using scale mixtures of {G}aussians in the wavelet domain",
	JOURNAL = "IEEE Trans. Image Processing",
	YEAR = "2003",
	VOLUME = 12,
	PAGES = "1338--1351"
}

%% ARCH/SIRP references etc.

%%SPEECH:

@Article{ Goldman76,
	author = "Joel Goldman",
	title = "Detection in the presence of spherically symmetric random vectors",
	journal = "IEEE Transactions on Information Theory",
	year = 1976,
	volume = 22,
	number = 1,
	pages = "52--59",
	month = "January"
}

@Article{ Rangaswamy93,
	author = "Muralidhar Rangaswamy and Donald Weiner and Aydin Oeztuerk",
	title = "Non-Gaussian random vector identification using spherically invariant random processes",
	journal = "IEEE Transaction on Aerospace and Electronic Systems",
	year = 1993,
	volume = 29,
	number = 1,
	pages = "111--123",
	month = "January"
}

@Book{ Kushner97,
	AUTHOR = "H. J. Kushner and G. G. Yin",
	TITLE = "Stochastic Approximation Algorithms and Applications",
	PUBLISHER = "Springer-Verlag",
	ADDRESS = "New York, NY",
	YEAR = "1997"
}

@Article{ Rupp93,
	author = "Markus Rupp",
	title = "The behavior of LMS and NLMS algorithms in the presence of spherically invariant processes",
	journal = "IEEE Transaction on Signal Processing",
	year = 1993,
	volume = 41,
	number = 3,
	pages = "1149--1160",
	month = "March"
}

@Article{ BrehmStammler87,
	author = "H. Brehm and W. Stammler",
	title = "Description and generation of spherically invariant speech-model signals",
	journal = "Signal Processing",
	year = 1987,
	volume = 12,
	pages = "119--141"
}

%-----------------------------------------------------------------
%% FINANCIAL:

% This is the first paper that finds
% long-memory property in volatilities of financial returns. The Power-ARCH
% model is also quite general.

@Article{ Ding93,
	author = "Z. Ding and C. W. J. Granger and R. F. Engle",
	title = "A long memory property of stock market returns and a new model",
	journal = "Journal of Empirical Finance",
	year = 1993,
	volume = 1,
	pages = "83--106"
}

% Proposed two-component ARCH model (which is more practically useful) 
% and long-memory ARCH model.   

@Article{ Ding96,
	author = "Z. Ding and C. W. J. Granger",
	title = "Modeling volatility persistence of speculative returns: A new approach ",
	journal = "Journal of Econometrics",
	year = 1996,
	volume = 73,
	pages = "185--215"
}

@Article{ Baillie96,
	author = "R. Baillie and T. Bollerslev and H. O. Mikkelsen",
	title = "Fractionally Integrated Autoregressive Conditional Heteroskedasticity",
	journal = "Journal of Econometrics",
	year = 1996,
	volume = 74,
	pages = "3--30"
}

%  The first ARCH paper published  

@Article{ Engle82,
	author = "R. F. Engle",
	title = "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of {UK} Inflation",
	journal = "Econometrica",
	year = 1982,
	volume = 50,
	pages = "987--1008"
}

% Extends Engle's ARCH to GARCH

@Article{ Bollerslev86,
	author = "T. P. Bollerslev",
	title = "Generalized Autoregressive Conditional Heteroscedasticity",
	journal = "Journal of Econometrics",
	year = 1986,
	volume = 31,
	pages = "309--328"
}

% Introduces EGARCH

@Article{ Nelson91,
	author = "D. B. Nelson",
	title = "Conditional Heteroscedasticity in Asset Returns: A New Approach",
	journal = "Econometrica",
	year = 1991,
	volume = 59,
	pages = "347--370"
}

% Introduces integrated GARCH (IGARCH)

@Article{ Engle86,
	author = "R. F. Engle and T. P. Bollerslev",
	title = "Modeling the persistence of conditional variances",
	journal = "Econometric Review",
	year = 1986,
	volume = 5,
	pages = "1--50"
}

% Containing a good survey of multivariate GARCH

@InBook{ Bollerslev94,
	author = "T. P. Bollerslev and R. F. Engle and D. B. Nelson",
	chapter = "{ARCH} models",
	title = "Handbook of econometrics, iv",
	year = 1994
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%(Rinaldo 95) R Rinaldo and G Calvagno.  Image coding by block
%prediction of multiresolution subimages.  IEEE Trans Image Processing,
%July 1995.

@InProceedings{ Zhu96,
	TITLE = "Filters, Random fields and Maximum Entropy {(FRAME)} -- Towards the Unified Theory for Texture Modeling",
	AUTHOR = "S. Zhu and Y. Wu and D. Mumford",
	BOOKTITLE = "IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition",
	MONTH = "June",
	YEAR = 1996
}

@Article{ Zhu98,
	AUTHOR = "S.C. Zhu and Y. Wu and D. Mumford",
	TITLE = "Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling",
	JOURNAL = "Int. Journal of Computer Vision",
	VOLUME = 27,
	YEAR = 1998,
	MONTH = "April",
	PAGES = "107--126"
}

@Article{ Bartlett02,
	author = "P. Bartlett and S. Mendelson",
	title = "{G}aussian and {R}ademacher complexities: {R}isk bounds and structural results",
	journal = "Journal of Machine Learning Research",
	year = 2002,
	volume = "3",
	pages = "463--482"
}

@Article{ Bartlett05,
	TITLE = "Convexity, classification and risk bounds",
	AUTHOR = "P. Bartlett and M. I. Jordan and J. D. McAuliffe",
	JOURNAL = "Journal of the American Statistical Association",
	YEAR = 2005,
	NOTE = "To appear"
}

@Article{ Zhang04,
	author = "T. Zhang",
	title = "Statistical behavior and consistency of classification methods based on convex risk minimization",
	journal = "Annal of Statistics",
	year = 2004,
	volume = "53",
	pages = "56--134"
}

@Article{ Steinwart05,
	author = "I. Steinwart",
	title = "Consistency of support vector machines and other regularized kernel machines",
	journal = "IEEE Trans. Info. Theory",
	year = "2005",
	volume = "51",
	pages = "128--142"
}

@Article{ Friedman00,
	author = "J. Friedman and T. Hastie and R. Tibshirani",
	title = "Additive logistic regression: A statistical view of boosting",
	journal = "Annals of Statistics",
	year = "2000",
	volume = "28",
	pages = "337--374"
}

@Unpublished{ Choi00,
	AUTHOR = "H. Choi and R. G. Baraniuk",
	TITLE = "Multiscale image segmentation using wavelet-domain hidden {M}arkov models",
	NOTE = "Submitted to IEEE Image. Proc.; Available at http://www.dsp.rice.edu/publications"
}

@Article{ Donoho93,
	AUTHOR = "D. L. Donoho",
	TITLE = "Nonlinear wavelet methods for recovery of signals, densities, and spectra from indirect and noisy data",
	JOURNAL = "Proc. Symp. Appl. Math.",
	VOLUME = 47,
	YEAR = 1993,
	PAGES = "173--205"
}

@Article{ Donoho94,
	AUTHOR = "D. L. Donoho and I. M. Johnstone",
	TITLE = "Ideal spatial adaptation via wavelet shrinkage",
	JOURNAL = "Biometrika",
	VOLUME = 81,
	YEAR = 1994,
	PAGES = "425--455"
}

@Article{ Donoho95c,
	AUTHOR = "D. L. Donoho and I. M. Johnstone",
	TITLE = "Adapting to unknown smoothness via wavelet shrinkage",
	JOURNAL = "Journal of the American Statistical Association",
	VOLUME = "90(432)",
	YEAR = 1995,
	MONTH = "December",
	PAGES = "1200--1224"
}

@Article{ Donoho95b,
	AUTHOR = "D. L. Donoho",
	TITLE = "De-Noising by Soft-Thresholding",
	JOURNAL = "IEEE Trans. on IT",
	VOLUME = 41,
	YEAR = 1995,
	PAGES = "613--627"
}

@InProceedings{ Buccigrossi96,
	TITLE = "Progressive Wavelet Image Coding Based on a Conditional Probability Model",
	AUTHOR = "R W Buccigrossi and E P Simoncelli",
	BOOKTITLE = "ICASSP",
	ADDRESS = "Munich, Germany",
	NOTE = "To Appear",
	MONTH = "April",
	YEAR = 1997
}

%***

%% ICIP99 Japan: Baraniuk group on HMM for denoising

@InProceedings{ Romberg99icip,
	TITLE = "Bayesian wavelet domain image modeling using hidden {M}arkov trees",
	AUTHOR = "J. Romberg and H. Choi and R. Baraniuk",
	BOOKTITLE = "Proc. {IEEE} {ICIP}",
	ADDRESS = "Kobe, Japan",
	MONTH = "October",
	PAGES = "",
	YEAR = 1999
}

%  First instance of implementation of a zerotrees algorithm

@Article{ Lewis92,
	AUTHOR = "A. S. Lewis and G. Knowles",
	TITLE = "Image compression using the 2{D} wavelet transform",
	JOURNAL = "IEEE Transactions on Image Processing",
	YEAR = "1992",
	VOLUME = "1",
	MONTH = "April",
	PAGES = "244--250"
}

% Mixture modelling of wavelet coefficients for image coding

@InProceedings{ Ramchandran97,
	TITLE = "Image coding based on mixture modeling of wavelet coefficents and a fast estimation-quantization framework",
	AUTHOR = "S. Lo{P}resto and K. Ramchandran and M. Orchard",
	BOOKTITLE = "Proc. Data Compression Conf.",
	MONTH = "March",
	PAGES = "",
	YEAR = 1997
}

%ADDRESS = ``Snowbird, Utah'',

% More clever version of zerotrees encoder

@Article{ Said96,
	AUTHOR = "A. Said and W. A. Pearlman",
	TITLE = "A new, fast, and efficient image coder based on set partitioning in hierarchical trees",
	JOURNAL = "IEEE Transactions on Circuits and Systems for Video Technology",
	YEAR = "1996",
	VOLUME = "6",
	MONTH = "June",
	PAGES = "243--250"
}

% Heavily cited Shapiro article on image coding

@Article{ Shapiro93,
	AUTHOR = "J.M. Shapiro",
	TITLE = "Embedded image coding using zerotrees of wavelet coefficients",
	JOURNAL = "IEEE Transactions on Signal Processing",
	YEAR = "1993",
	VOLUME = "41",
	MONTH = "December",
	PAGES = "3445--3462"
}

% Nice review article of wavelet-based approaches to image coding

@Article{ Davis98,
	AUTHOR = "G. Davis and A. Nosratinia",
	TITLE = "Wavelet-Based Image Coding: An Overview",
	JOURNAL = "Applied and Computational Control, Signals, and Circuits",
	YEAR = "1998",
	VOLUME = "1(1)",
	MONTH = "Spring",
	PAGES = "??"
}

@Article{ Crouse98,
	AUTHOR = "M.S. Crouse and R.D. Nowak and R.G. Baraniuk",
	TITLE = "Wavelet-based statistical signal processing using hidden {M}arkov models",
	JOURNAL = "IEEE Trans. Signal Processing",
	YEAR = "1998",
	VOLUME = "46",
	MONTH = "April",
	PAGES = "886--902"
}

@Article{ Baum66,
	AUTHOR = "L.E. Baum and T. Petrie",
	TITLE = "Statistical inference for probabilistic functions of finite-state Markov chains",
	JOURNAL = "Annals of Math. Statistics",
	YEAR = "1966",
	VOLUME = "37",
	MONTH = "",
	PAGES = "1554--1563"
}

% Mixture modeling of wavelet coefficients as Generalized Gaussian
% with slowly varying variance; estimation based on local neighborhood
% Application to image coding

@InProceedings{ Lopresto97,
	TITLE = "Image coding based on mixture modeling of wavelet coefficients and a fast estimation-quantization framework",
	AUTHOR = "S. M. LoPresto and K. Ramchandran and M. T. Orchard",
	BOOKTITLE = "Proc. IEEE Data Compression Conference",
	MONTH = "March",
	YEAR = 1996,
	PAGES = "221--230"
}

% Mixture modeling of coefficients as Generalized Gaussian; breaks coefficients into 
% two groups as either significant or insignificant

@InProceedings{ Liu99,
	TITLE = "Image denoising based on scale-space mixture modeling of wavelet coefficients",
	AUTHOR = "J. Liu and P. Moulin",
	BOOKTITLE = "Proc. IEEE ICIP",
	MONTH = "October",
	VOLUME = 1,
	YEAR = 1999,
	PAGES = "386--390"
}

% Context modeling for denoising; generalized Gaussian model with locally
% estimated variance

@InProceedings{ Chang98,
	AUTHOR = "S. G. Chang and B. Yu and M. Vetterli",
	TITLE = "Spatially adaptive wavelet thresholding with context modeling for image denoising",
	BOOKTITLE = "Proc. IEEE ICIP",
	YEAR = 1998,
	PAGES = "535--539",
	MONTH = "October"
}

% Gaussian mixture modeling of coefficients; ML estimation of variance component
% Suboptimal scheme for choosing the data-dependent window over which to average

@InProceedings{ Mihcak99a,
	TITLE = "Spatially adaptive statistical modeling of wavelet image coefficients, and its application to denoising",
	AUTHOR = "M. Mih\c{c}ak and I. Kozintsev and K. Ramchandran",
	BOOKTITLE = "Proc. IEEE ICASSP",
	MONTH = "March",
	YEAR = 1999,
	PAGES = "3253--3256"
}

%% December 1999 issue of signal processing; stuff with conditionally Gaussian

@Article{ Mihcak99b,
	AUTHOR = "M. Mih\c{c}ak and I. Kozintsev and K. Ramchandran and P. Moulin",
	TITLE = "Low-complexity image denoising based on statistical modeling of wavelet coefficients",
	JOURNAL = "IEEE Sig. Proc. Let.",
	YEAR = "1999",
	VOLUME = "6",
	MONTH = "December",
	PAGES = "300--303"
}

% Very early article on adaptive quantization according to ``activity level''
% or variances;  used four classes with equal number of coefficients in each

@Article{ Chen77,
	AUTHOR = "W. H. Chen and C. H. Smith",
	TITLE = "Adaptive coding of monochrome and color images",
	JOURNAL = "IEEE Transactions on Communications",
	YEAR = "1977",
	VOLUME = "COM-25",
	MONTH = "November",
	PAGES = "1285--1292"
}

@Article{ Halabi05,
	AUTHOR = "N. Halabi and G. Even",
	TITLE = "Improved bounds on the word error probability of {RA}(2) codes with linear-programming-based decoding",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = "2005",
	VOLUME = "51",
	MONTH = "January",
	PAGES = "265--280"
}

% Later article investigating various schemes for allocating bits
% based on rate-distortion theory

@Article{ Joshi97,
	AUTHOR = "R. L. Joshi {et al.}",
	TITLE = "Comparison of different methods of classification in subband coding of images",
	JOURNAL = "IEEE Transactions on Image Processing",
	YEAR = "1997",
	VOLUME = "6",
	MONTH = "November",
	PAGES = "1473--1486"
}

% Modeling of coefficients as Laplacian; plus spatially-varying context
% or variance parameter

@InProceedings{ Chrysafis97,
	TITLE = "Efficient context based entropy coding for lossy wavelet image compression",
	AUTHOR = "C. Chrysafis and A. Ortega",
	BOOKTITLE = "Proc. Data Compression Conference",
	YEAR = 1997,
	PAGES = "241--250"
}

@InProceedings{ Strela00,
	AUTHOR = "V. Strela and J. Portilla and E. Simoncelli",
	TITLE = "Image denoising using a local {G}aussian scale mixture model in the wavelet domain",
	BOOKTITLE = "Proceedings of SPIE",
	YEAR = 2000,
	ADDRESS = "San Diego, CA",
	MONTH = "July"
}

%% -----------------------------------------------------------------------------

%% -----------------------------------------------------------------------------

@InProceedings{ Burt94,
	author = "Peter Burt",
	month = "November",
	year = 1994,
	title = "Pyramid Methods in Image Processing",
	booktitle = "Proceedings of the First International Conference on Image Processing",
	address = "Austin",
	note = "plenary presentation"
}

@Article{ Wornell93,
	AUTHOR = "G. Wornell",
	TITLE = "Wavelet-based Representations for the $1/f$ Family of Fractal Processes",
	JOURNAL = "Proc. IEEE",
	MONTH = "September",
	YEAR = 1993,
	NOTE = "93-01"
}

@Article{ Wornell90,
	AUTHOR = "G. Wornell",
	TITLE = "A {K}arhunen-{L}o{\`e}ve-like expansion for $1/f$ processes via wavelets",
	JOURNAL = "IEEE Trans. Info. Theory",
	VOLUME = 36,
	PAGES = "859--861",
	MONTH = "July",
	YEAR = 1990
}

@Article{ Koenderink87,
	author = "J. J. Koenderink and A. J. {van Doorn}",
	title = "Representation of local geometry in the visual system",
	journal = "Biol. Cybern.",
	volume = 55,
	year = 1987,
	pages = "367--375"
}

@Article{ pursuits,
	AUTHOR = "Stephane Mallat and Zhifeng Zhang",
	TITLE = "Matching Pursuits with Time-Frequency Dictionaries",
	JOURNAL = "IEEE Trans. Signal Processing",
	MONTH = "December",
	YEAR = 1993
}

@InBook{ Adelson91,
	TITLE = "The Plenoptic Function and the Elements of Early Vision",
	AUTHOR = "Edward Adelson and James Bergen",
	BOOKTITLE = "Computational Models of Visual Processing",
	EDITOR = "M. Landy and J. A. Movshon",
	PUBLISHER = "MIT Press",
	YEAR = 1991
}

@Article{ Gabor46,
	AUTHOR = "D Gabor",
	TITLE = "Theory of Communication",
	JOURNAL = "J. IEE",
	ADDRESS = "London",
	VOLUME = 93,
	YEAR = 1946,
	PAGES = "492--457"
}

@InBook{ Lerner61,
	AUTHOR = "R M Lerner",
	TITLE = "Lectures on Communication System Theory",
	CHAPTER = 10,
	PUBLISHER = "McGraw-Hill",
	ADDRESS = "New York",
	YEAR = 1961
}

@Article{ Daugman85,
	AUTHOR = "J G Daugman",
	TITLE = "Uncertainty Relation for Resolution in Space, Spatial Frequency, and Orientation Optimized by Two-Dimensional Visual Cortical Filters",
	JOURNAL = josa,
	VOLUME = 2,
	NUMBER = 7,
	MONTH = "July",
	YEAR = 1985,
	PAGES = "1160--1169"
}

@Article{ Daugman86,
	AUTHOR = "J G Daugman and D M Kammen",
	TITLE = "Pure orientation filtering: A scale-invariant image-processing tool for perception research and data compression",
	JOURNAL = "Behavior Research Methods, Instruments, \& Computers",
	VOLUME = 18,
	NUMBER = 6,
	YEAR = 1986,
	PAGES = "559--564"
}

@Book{ Marr,
	AUTHOR = "D Marr",
	TITLE = "Vision: A Computational Investigation into the Human Representation and Processing of Visual Information",
	PUBLISHER = "W. H. Freeman and Company",
	ADDRESS = "San Fransisco",
	YEAR = 1982
}

@Article{ Adelson84,
	AUTHOR = "E H Adelson and C H Anderson and J R Bergen and P J Burt and J M Ogden",
	TITLE = "Pyramid methods in image processing",
	JOURNAL = "RCA Engineer",
	VOLUME = 29,
	NUMBER = 6,
	MONTH = "November/December",
	YEAR = 1984,
	PAGES = "33--41"
}

@InProceedings{ Mallat87,
	author = "S. G. Mallat",
	year = 1987,
	title = "Scale change versus scale space representation",
	booktitle = "Proceedings of the First International Conference on Computer Vision",
	pages = "592--596",
	organization = "IEEE",
	address = "London",
	note = "also available as University of Pennsylvania, Computer and Information Science Department technical report MS-CIS-87-22, and submitted to IEEE Pattern Analysis and Machine Intelligence."
}

@TechReport{ Mallat87a,
	author = "S. G. Mallat",
	year = 1987,
	title = "A compact multiresolution representation: the wavelet model",
	institution = "University of Pennsylvania Computer and Information Science Department",
	number = "MS-CIS-87-113"
}

@Article{ Mallat89a,
	AUTHOR = "S. G. Mallat",
	TITLE = "A theory for multiresolution signal decomposition: the wavelet representation",
	JOURNAL = "IEEE Pat. Anal. Mach. Intell",
	VOLUME = 11,
	YEAR = 1989,
	MONTH = "July",
	PAGES = "674--693"
}

@Article{ Mallat89b,
	AUTHOR = "S. G. Mallat",
	TITLE = "Multiresolution approximations and wavelet orthonormal bases of $\bf{L}^2(R)$",
	JOURNAL = "Trans. Amer. Math. Soc",
	VOLUME = 31,
	YEAR = 1989,
	PAGES = "69--87"
}

@Article{ Mallat89c,
	AUTHOR = "S. G. Mallat",
	TITLE = "Multifrequency channel decompositions of images and wavelet models",
	JOURNAL = assp,
	VOLUME = 37,
	NUMBER = 12,
	YEAR = 1989,
	PAGES = "2091--2110"
}

@Article{ Mallat91,
	AUTHOR = "S G Mallat",
	TITLE = "Zero-crossings of a wavelet transform",
	JOURNAL = it,
	VOLUME = 37,
	NUMBER = 4,
	MONTH = "July",
	YEAR = 1991,
	PAGES = "1019--1033"
}

@InProceedings{ Greenspan94,
	AUTHOR = "H. Greenspan and S. Belongie and R. Goodman and P. Perona and S. Rakshit and C. H. Anderson",
	TITLE = "Overcomplete steerable pyramid filters and rotation invariance",
	BOOKTITLE = "Proceedings, CVPR",
	PAGES = "222--228",
	YEAR = 1994
}

@InProceedings{ Perona90b,
	AUTHOR = "P Perona and J Malik",
	TITLE = "Detecting and localizing edges composed of steps, peaks and roofs",
	BOOKTITLE = "Proc. 3rd Intl. Conf. Computer Vision",
	ADDRESS = "Osaka, Japan",
	YEAR = 1990
}

@Article{ Strang-siam-review89,
	AUTHOR = "G T Strang",
	TITLE = "Wavelets and dilation equations: A brief introduction",
	JOURNAL = "{SIAM} Review",
	VOLUME = 31,
	NUMBER = 4,
	MONTH = "December",
	YEAR = 1989,
	PAGES = "614--627"
}

@Article{ Heil89,
	AUTHOR = "C. Heil and D. Walnut",
	TITLE = "Continuous and discrete wavelet transforms",
	JOURNAL = "{SIAM} Review",
	VOLUME = 31,
	NUMBER = 4,
	MONTH = "December",
	YEAR = 1989,
	PAGES = "628--666"
}

@InProceedings{ Gopinath90,
	AUTHOR = "R A Gopinath and C S Burrus",
	TITLE = "Efficient computation of the wavelet transforms",
	BOOKTITLE = icassp,
	YEAR = 1990,
	PAGES = "1599--1601"
}

@InProceedings{ Witkin83,
	AUTHOR = "A. P. Witkin",
	TITLE = "Scale-space filtering",
	BOOKTITLE = "Proc. Intl. Joint Conf. Artificial Intelligence",
	YEAR = 1985,
	PAGES = "1019--1021"
}

@Article{ Koenderink84,
	AUTHOR = "J. J. Koenderink",
	TITLE = "The structure of images",
	JOURNAL = bc,
	VOLUME = 50,
	YEAR = 1984,
	PAGES = "363--370"
}

@Article{ Burt83,
	AUTHOR = "P. J. Burt and E. H. Adelson",
	TITLE = "The {L}aplacian pyramid as a compact image code",
	JOURNAL = com,
	MONTH = "April",
	YEAR = "1983",
	VOLUME = "COM-31",
	NUMBER = "4",
	PAGES = "532--540"
}

@Misc{ Daubechies,
	AUTHOR = "I Daubechies",
	TITLE = "Frames of coherent states -- Phase space localization and signal analysis",
	ADDRESS = "Courant Institute of Mathematical Sciences, New York University",
	HOWPUBLISHED = "Unpublished manuscript"
}

Do we have the final version?  I only have techreport with this title.

@Article{ Daubechies88,
	AUTHOR = "I Daubechies",
	TITLE = "Orthonormal bases of compactly supported wavelets",
	JOURNAL = "Comm. on Pure and Appl. Math.",
	VOLUME = 41,
	YEAR = 1988,
	PAGES = "909--996"
}

@Article{ Cohen90,
	AUTHOR = "A Cohen and I Daubechies",
	TITLE = "Orthonormal bases of compactly supported wavelets: III. Better frequency resolution.",
	JOURNAL = "{SIAM} Journal of Math. Anal.",
	YEAR = 1990,
	COMMENT = "Submitted."
}

@Article{ Hakimi68,
	AUTHOR = "S. Hakimi and J. Bredeson",
	TITLE = "Graph-theoretic error-correcting codes",
	JOURNAL = "IEEE Tran. Info. Theory",
	YEAR = 1968,
	PAGES = "584--591",
	VOLUME = 14,
	MONTH = "July"
}

@InProceedings{ Daubechies92,
	AUTHOR = "I Daubechies",
	TITLE = "Ten lectures on Wavelets",
	ADDRESS = "Philadelphia, PA",
	BOOKTITLE = "Regional Conference: Society for Industrial and Applied Mathematics",
	YEAR = 1992
}

@Article{ Szeliski90,
	AUTHOR = "R. Szeliski",
	TITLE = "Bayesian modeling of uncertainty in low-level vision",
	JOURNAL = "International Journal of Computer Vision",
	VOLUME = "5",
	NUMBER = 3,
	YEAR = 1990,
	PAGES = "271--301"
}

@Article{ Daubechies90,
	AUTHOR = "I Daubechies",
	TITLE = "The Wavelet Transform, Time-Frequency Localization and Signal Analysis",
	JOURNAL = it,
	VOLUME = "IT-36",
	NUMBER = 5,
	MONTH = "September",
	YEAR = 1990
}

@InProceedings{ Vetterli90,
	AUTHOR = "M Vetterli and C Herley",
	TITLE = "Wavelets and Filter Banks: Relationships and New Results",
	BOOKTITLE = icassp,
	MONTH = "April",
	ADDRESS = "Albequerque, NM",
	YEAR = 1990
}

@Article{ Karlsson90,
	AUTHOR = "G Karlsson and M Vetterli",
	TITLE = "Theory of two-dimensional multirate filter banks.",
	JOURNAL = assp,
	VOLUME = 38,
	NUMBER = 6,
	PAGES = "925--937",
	MONTH = "June",
	YEAR = 1990
}

@InProceedings{ Karlsson88,
	AUTHOR = "G Karlsson and M Vetterli and J Kova\u{c}evi{\'c}",
	TITLE = "Non-separable two-dimensional perfect reconstruction filter banks.",
	BOOKTITLE = "Proc. {SPIE} Conf. on Vis. Commun. and Image Proc.",
	PAGES = "187--199",
	YEAR = 1988,
	MONTH = "November",
	LOCATION = "Cambridge, MA"
}

@InProceedings{ Kovacevic90,
	AUTHOR = "J Kova\u{c}evi{\'c} and M Vetterli and G Karlsson",
	TITLE = "Design of multidimensional filter banks for non-separable subsampling",
	BOOKTITLE = "Proc. {IEEE} Int. Symp. Circ. and Sys.",
	PAGES = "2004--2008",
	YEAR = 1990,
	MONTH = "May",
	LOCATION = "New Orleans, LA"
}

@Article{ Smith87,
	AUTHOR = "M Smith and T Barnwell",
	TITLE = "A new filter bank theory for time-frequency representation.",
	JOURNAL = assp,
	VOLUME = 35,
	NUMBER = 3,
	PAGES = "314--327",
	MONTH = "March",
	YEAR = 1987
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%% Subband systems

@Article{ Watson87a,
	AUTHOR = "A B Watson",
	YEAR = "1987a",
	TITLE = "The Cortex transform: rapid computation of simulated neural images",
	JOURNAL = cvgip,
	VOLUME = 39,
	PAGES = "311--327"
}

@InProceedings{ Croisier76,
	AUTHOR = "A. Croisier and D. Esteban and C. Galand",
	TITLE = "Perfect channel splitting by use of interpolation/decimation/tree decomposition techniques",
	BOOKTITLE = "Intl. Conf. on Information Sciences and Systems",
	YEAR = 1976,
	MONTH = "August",
	ADDRESS = "Patras",
	PAGES = "443--446"
}

@InProceedings{ Esteban77,
	AUTHOR = "D. Esteban and C. Galand",
	TITLE = "Application of quadrature mirror filters to split band voice coding schemes",
	BOOKTITLE = "Proc. ICASSP",
	YEAR = "1977",
	PAGES = "191--195"
}

@Article{ Haar10,
	AUTHOR = "A. Haar",
	TITLE = "Zur theorie der orthogonalen funktionensysteme",
	JOURNAL = "Math. Annal.",
	YEAR = "1910",
	VOLUME = "69",
	PAGES = "331--371"
}

@Article{ Vetterli87,
	AUTHOR = "M Vetterli",
	TITLE = "A theory of multirate filter banks",
	JOURNAL = assp,
	MONTH = "March",
	YEAR = "1987",
	VOLUME = "ASSP-35",
	NUMBER = "3",
	PAGES = "356--372"
}

@Article{ Vaidyanathan85,
	AUTHOR = "P P Vaidyanathan",
	TITLE = "On power-complementary {FIR} filters",
	JOURNAL = cas,
	MONTH = "December",
	YEAR = "1985",
	VOLUME = "CAS-32",
	NUMBER = 12,
	PAGES = "1308--1310"
}

@Article{ Vaidyanathan87a,
	AUTHOR = "P P Vaidyanathan",
	TITLE = "Theory and design of {M}-channel maximally decimated quadrature mirror filters with arbritrary {M}, having the perfect-reconstruction property",
	JOURNAL = assp,
	MONTH = "April",
	YEAR = "1987",
	VOLUME = "ASSP-35",
	NUMBER = "4",
	PAGES = "476--492"
}

@InProceedings{ Tran87,
	AUTHOR = "A Tran and K Liu and K Tzou and E Vogel",
	TITLE = "An efficient pyramid image coding system",
	BOOKTITLE = "Proc. ICASSP",
	YEAR = "1987",
	VOLUME = "2",
	PAGES = "18.6.1--18.6.4"
}

@InProceedings{ Gharavi86,
	AUTHOR = "H Gharavi and A Tabatabai",
	TITLE = "Sub-band coding of digital images using two-dimensional quadrature mirror filtering",
	BOOKTITLE = "Proc. of SPIE",
	YEAR = "1986",
	VOLUME = "707",
	PAGES = "51--61"
}

@Article{ Woods86,
	AUTHOR = "J W Woods and S D O'Neil",
	TITLE = "Subband coding of images",
	JOURNAL = assp,
	MONTH = "October",
	YEAR = "1986",
	VOLUME = "ASSP-34",
	NUMBER = "5",
	PAGES = "1278--1288"
}

@InProceedings{ Knutsson83a,
	AUTHOR = "H Knutsson and G H Granlund",
	TITLE = "Texture analysis using two-dimensional quadrature filters",
	BOOKTITLE = "IEEE Computer Society Workshop on Computer Architecture for Pattern Analysis and Image Database Management",
	YEAR = 1983,
	PAGES = "206--213"
}

@Article{ Knutsson83b,
	AUTHOR = "H. Knutsson and R. Wilson and G. H. Granlund",
	TITLE = "Anisotropic nonstationary image estimation and its applications: {P}art 1 -- {R}estoration of noisy images",
	JOURNAL = com,
	YEAR = 1983,
	VOLUME = 31,
	NUMBER = 3,
	PAGES = "388--397"
}

@Article{ Daugman88,
	AUTHOR = "J G Daugman",
	TITLE = "Complete discrete {2--D} {G}abor transforms by neural networks for image analysis and compression",
	JOURNAL = assp,
	YEAR = 1988,
	VOLUME = 36,
	NUMBER = 7,
	PAGES = "1169--1179"
}

@Article{ Granlund78,
	AUTHOR = "G H Granlund",
	TITLE = "In search of a general picture processing operator",
	JOURNAL = cgip,
	YEAR = 1978,
	VOLUME = 8,
	PAGES = "155--173"
}

@Article{ Martens89b,
	AUTHOR = "J B Martens",
	TITLE = "The {H}ermite transform -- theory",
	JOURNAL = assp,
	YEAR = 1990,
	VOLUME = 38,
	NUMBER = 9,
	PAGES = "1595--1606"
}

@Article{ Vetterli84,
	AUTHOR = "M Vetterli",
	TITLE = "Multidimensional subband coding: some theory and algorithms",
	JOURNAL = "Signal Processing",
	YEAR = 1984,
	VOLUME = 6,
	NUMBER = 2,
	PAGES = "97--112"
}

@InProceedings{ Freeman89b,
	AUTHOR = "W T Freeman and E H Adelson",
	BOOKTITLE = "Topical Meeting on Image Understanding and Machine Vision",
	TITLE = "Steerable filters",
	MONTH = "June",
	YEAR = 1989,
	VOLUME = 14,
	NOTE = "Technical Digest Series",
	ORGANIZATION = "Optical Society of America"
}

@TechReport{ Freeman89,
	AUTHOR = "W T Freeman and E H Adelson",
	TITLE = "The Design and Use of Steerable Filters",
	INSTITUTION = "Vision Science Group, Media Laboratory, Massachusetts Institute of Technology",
	TYPE = "Vision Science Technical Report",
	NUMBER = "126a",
	YEAR = 1989
}

%% note = ``Accepted for publication.''

@Article{ Freeman91a,
	AUTHOR = "W T Freeman and E H Adelson",
	TITLE = "The Design and Use of Steerable Filters",
	JOURNAL = pami,
	VOLUME = 13,
	NUMBER = 9,
	PAGES = "891--906",
	YEAR = 1991
}

@Article{ Pentland90,
	author = "A P Pentland",
	title = "Linear shape from shading",
	journal = ijcv,
	year = 1990,
	volume = 1,
	number = 4,
	pages = "153--162"
}

@InProceedings{ Perona91,
	AUTHOR = "P Perona",
	TITLE = "Deformable kernels for early vision",
	BOOKTITLE = "IEEE Comp. Soc. Conf. Computer Vision and Pattern Recognition",
	ADDRESS = "Maui",
	YEAR = 1991,
	PAGES = "222--227"
}

@TechReport{ Perona90,
	author = "P Perona",
	title = "Finite representation of deformable functions",
	institution = "International Computer Science Institute",
	year = 1990,
	type = "Technical Report",
	number = "90-034",
	address = "1947 Center St., Suite 600, Berkeley, CA 94704-1105"
}

%% This one has the scalable scheme:

@TechReport{ PeronaTR2039,
	AUTHOR = "P. Perona",
	TITLE = "Deformable kernels for early vision",
	INSTITUTION = "LIDS-MIT",
	YEAR = 1991,
	COMMENT = "In preparation",
	NUMBER = 2039
}

@Book{ Oppenheim75,
	AUTHOR = "A. V. Oppenheim and R. W. Schafer",
	TITLE = "Digital Signal Processing",
	PUBLISHER = "Prentice-Hall",
	ADDRESS = "Englewood Cliffs, NJ",
	YEAR = 1975
}

@InCollection{ Daugman88b,
	author = "J G Daugman",
	year = 1988,
	title = "An information-theoretic view of analog representation in the striate cortex",
	editor = "E Schwartz",
	booktitle = "Computational Neuroscience",
	address = "Cambridge, MA",
	publisher = "MIT Press"
}

@Article{ Grossman84,
	author = "A Grossmann and J Morlet",
	title = "Decomposition of {H}ardy functions into square integrable wavelets of constant shape",
	journal = "SIAM J. Math.",
	year = 1984,
	volume = 15,
	pages = "723--736"
}

@Book{ Woods90,
	EDITOR = "J W Woods",
	TITLE = "Subband Image Coding",
	PUBLISHER = "Kluwer Academic Publishers",
	ADDRESS = "Norwell, MA",
	YEAR = 1990
}

@InProceedings{ Lucas81,
	author = "B D Lucas and T Kanade",
	year = 1981,
	title = "An iterative image registration technique with an application to stereo vision",
	booktitle = "Proc. Seventh IJCAI",
	address = "Vancouver",
	pages = "674--679"
}

@InProceedings{ Powell82,
	AUTHOR = "P G Powell and B E Bayer",
	YEAR = 1982,
	TITLE = "A method for the digital enhancement of unsharp, grainy photographic images",
	BOOKTITLE = "IEE Intl. Conf. Electronic Image Processing",
	NUMBER = 214,
	PAGES = "179"
}

@Misc{ Carlson85,
	AUTHOR = "C R Carlson and E H Adelson and C H Anderson",
	TITLE = "System for coring an image-representing signal",
	HOWPUBLISHED = "U.S. Patent \#4,523,230",
	YEAR = 1985
}

@Article{ Anderson76,
	AUTHOR = "G L Anderson and A N Netravali",
	TITLE = "Image restoration based on a subjective criterion",
	JOURNAL = smc,
	VOLUME = 6,
	NUMBER = 12,
	YEAR = 1976,
	MONTH = "December",
	PAGES = "845"
}

@Book{ Andrews77,
	author = "H C Andrews and B R Hunt",
	title = "Digital Image Restoration",
	publisher = "Prentice-Hall",
	address = "Englewood Cliffs, NJ",
	year = 1977
}

@Article{ Shannon49,
	AUTHOR = "C. Shannon",
	TITLE = "Communication in the Presence of Noise",
	JOURNAL = "Proceedings of the IRE",
	VOLUME = 37,
	NUMBER = 1,
	MONTH = "January",
	YEAR = 1949,
	PAGES = "10--21"
}

%% Develops approximately shiftable ortho. wavelets.  References our
%% Wavelet paper.

@Unpublished{ Walter92,
	AUTHOR = "Gilbert G Walter",
	TITLE = "Translation and Dilation Invariance in Orthogonal Wavelets",
	ADDRESS = "Department of Mathematical Sciences, U. Wisconsin-Milwaukee",
	NOTE = "Unpublished Manuscript",
	YEAR = 1992
}

@Article{ Rioul91,
	AUTHOR = "O Rioul and M Vetterli",
	TITLE = "Wavelets and Signal Processing",
	JOURNAL = "IEEE Signal Processing Magazine",
	MONTH = "October",
	YEAR = "1991"
}

@InProceedings{ Johnston80,
	AUTHOR = "J.D. Johnston",
	YEAR = 1980,
	TITLE = "Filter family designed for use in quadrature mirror filter banks",
	BOOKTITLE = "ICASP",
	NUMBER = 1,
	PAGES = "291--294"
}

@Article{ Mallat92,
	AUTHOR = "S. Mallat and W. Hwang",
	TITLE = "Singularity detection and processing with wavelets",
	JOURNAL = it,
	YEAR = "1992",
	VOLUME = "38",
	PAGES = "617--643"
}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%:::::
% Bibliography for FOCS'99 paper
%:::
% BIBLIOGRAPHY FOR FINAL VERSION OF IEEE-IT PAPER
%

@Article{ Char98,
	title = "Approximation Algorithms for Directed {Steiner} Problems",
	author = "Moses Charikar and Chandra Chekuri and {To-yat} Cheung and Zuo Dai and Ashish Goel and Sudipto Guha and Ming Li",
	journal = "Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 1998,
	pages = "192--200"
}

@Book{ CLR92,
	author = "T.~H. Cormen and C.~E. Leiserson and R.~L. Rivest",
	edition = "6th",
	publisher = "MIT Press and McGraw-Hill Book Company",
	title = "Introduction to algorithms",
	year = "1992"
}

@Article{ DoKh99,
	author = "Yevgeniy Dodis and Sanjeev Khanna",
	title = "Designing Networks with Bounded Pairwise Distance",
	journal = "Proceedings of the 31st Annual ACM Symposium on Theory of Computing (STOC)",
	pages = "750--759",
	year = 1999
}

@Article{ DoFe95,
	author = "Rod G. Downey and Michael R. Fellows",
	title = "Fixed-Parameter Tractability and Completeness {I}: Basic Results",
	journal = "SIAM Journal on Computing",
	pages = "873--921",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ FHW80,
	author = "Steven Fortune and John Hopcroft and James Wyllie",
	title = "The directed subgraph homeomorphism problem",
	journal = "Theoretical Computer Science",
	pages = "111--121",
	volume = "10",
	number = "2",
	year = "1980"
}

@Article{ FrTa87,
	author = "Michael L. Fredman and Robert E. Tarjan",
	title = "Fibonacci Heaps and Their Uses in Improved Network Optimization Algorithms",
	journal = "Journal of the ACM",
	pages = "596--615",
	volume = "34",
	number = "3",
	year = "1987"
}

@Article{ GaTa89,
	author = "Harold N. Gabow and Robert E. Tarjan",
	title = "Faster scaling algorithms for network problems",
	journal = "SIAM Journal on Computing",
	pages = "1013--1036",
	volume = "18",
	number = "5",
	year = "1989"
}

@Book{ GJ,
	author = "M. R. Garey and D. S. Johnson",
	title = "Computers and Intractability: A Guide to the Theory of NP-Completeness",
	publisher = "Freeman",
	year = "1979"
}

@Book{ HRW92,
	author = "Frank K. Hwang and Dana S. Richards and Pawel Winter",
	title = "The {S}teiner Tree Problem",
	publisher = "Elsevier Science Publishers B. V.",
	year = "1992",
	number = "53",
	series = "Annals of Discrete Mathematics",
	address = "Amsterdam",
	ISBN = "0-444-89098-X"
}

@Article{ KRY97,
	author = "Samir Khuller and Balaji Raghavachari and Neal Young",
	title = "Approximating the minimum equivalent digraph",
	journal = "SIAM Journal on Computing",
	pages = "859--872",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ LMS92,
	author = "Chung-Lun Li and S. Thomas McCormick and David {Simchi-Levi}",
	title = "The point-to-point delivery and connection problems: complexity and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "267--292",
	volume = "36",
	number = "3",
	year = "1992"
}

@Article{ Natu99,
	author = "Madan Natu",
	title = "personal communication",
	year = "1999"
}

@Article{ NaFa95,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "On the point-to-point connection problem",
	journal = "Information Processing Letters",
	pages = "333--336",
	volume = "53",
	number = "6",
	year = "1995"
}

@Article{ NaFa97,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "The point-to-point connection problem -- analysis and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "207--226",
	volume = "78",
	year = "1997"
}

@Article{ RS95,
	author = "Neil Robertson and Paul D. Seymour",
	title = "Graph Minors {XIII}: The disjoint paths problem",
	journal = "Journal of Combinatorical Theory, Series B",
	pages = "65--110",
	volume = "63",
	number = "1",
	year = "1995"
}

@Article{ Zel97,
	title = "A Series of Approximation Algorithms for the Acyclic Directed Steiner Tree Problem",
	author = "Alexander Zelikovsky",
	journal = "Algorithmica",
	pages = "99--110",
	month = may,
	year = "1997",
	volume = "18",
	number = "1"
}

%%::::::::::::::
%%aug/aaprimaldual.bib
%%::::::::::::::
%
% Bibliography for Advanced Algorithms project
%

@Article{ Char98,
	title = "Approximation Algorithms for Directed {Steiner} Problems",
	author = "Moses Charikar and Chandra Chekuri and {To-yat} Cheung and Zuo Dai and Ashish Goel and Sudipto Guha and Ming Li",
	journal = "Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 1998,
	pages = "192--200"
}

@Article{ DoKh99,
	author = "Yevgeniy Dodis and Sanjeev Khanna",
	title = "Designing Networks with Bounded Pairwise Distance",
	journal = "Proceedings of the 31st Annual ACM Symposium on Theory of Computing (STOC)",
	pages = "750--759",
	year = 1999
}

@Article{ GargVY97,
	title = "Primal-Dual Approximation Algorithms for Integral Flow and Multicut in Trees",
	author = "Naveen Garg and Vijay V. Vazirani and Mihalis Yannakakis",
	journal = "Algorithmica",
	pages = "3--20",
	month = may,
	year = "1997",
	volume = "18",
	number = "1"
}

@Article{ WilliamsonEtAl95,
	author = "Williamson and Goemans and Mihail and Vazirani",
	title = "A Primal-Dual Approximation Algorithm for Generalized Steiner Network Problems",
	journal = "COMBINAT: Combinatorica",
	volume = "15",
	year = "1995"
}

@Article{ Goemans95,
	author = "Michel X. Goemans and David P. Williamson",
	title = "A General Approximation Technique for Constrained Forest Problems",
	journal = "SIAM Journal on Computing",
	volume = "24",
	number = "2",
	pages = "296--317",
	month = apr,
	year = "1995",
	coden = "SMJCAT",
	ISSN = "0097-5397 (print), 1095-7111 (electronic)",
	mrclass = "90C27 (68Q25 68R10)",
	mrnumber = "95k:90066",
	mrreviewer = "Olivia M. Carducci",
	bibdate = "Sat Dec 5 17:26:53 MST 1998",
	url = "http://epubs.siam.org/sam-bin/dbq/article/24261",
	acknowledgement = ack-nhfb
}

@Article{ GWHoch95,
	author = "Goemans and Williamson",
	title = "The primal-dual method for approximation algorithms and its application to network design problems.",
	journal = "D. Hochbaum, editor, Approximation Algorithms for NP-hard Problems, PWS Publishing, Boston",
	pages = "144--191",
	year = "1995"
}

%::::::::::::::
%dsnfinal/masters_proposal.bib
%::::::::::::::
%
% Bibliography for FOCS'99 paper
%

@Article{ Char98,
	title = "Approximation Algorithms for Directed {Steiner} Problems",
	author = "Moses Charikar and Chandra Chekuri and {To-yat} Cheung and Zuo Dai and Ashish Goel and Sudipto Guha and Ming Li",
	journal = "Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 1998,
	pages = "192--200"
}

@Article{ DoKh99,
	author = "Yevgeniy Dodis and Sanjeev Khanna",
	title = "Designing Networks with Bounded Pairwise Distance",
	journal = "Proceedings of the 31st Annual ACM Symposium on Theory of Computing (STOC)",
	pages = "750--759",
	year = 1999
}

@Article{ DoFe95,
	author = "Rod G. Downey and Michael R. Fellows",
	title = "Fixed-Parameter Tractability and Completeness {I}: Basic Results",
	journal = "SIAM Journal on Computing",
	pages = "873--921",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ FHW80,
	author = "Steven Fortune and John Hopcroft and James Wyllie",
	title = "The directed subgraph homeomorphism problem",
	journal = "Theoretical Computer Science",
	pages = "111--121",
	volume = "10",
	number = "2",
	year = "1980"
}

@Article{ FrTa87,
	author = "Michael L. Fredman and Robert E. Tarjan",
	title = "Fibonacci Heaps and Their Uses in Improved Network Optimization Algorithms",
	journal = "Journal of the ACM",
	pages = "596--615",
	volume = "34",
	number = "3",
	year = "1987"
}

@Article{ GaTa89,
	author = "Harold N. Gabow and Robert E. Tarjan",
	title = "Faster scaling algorithms for network problems",
	journal = "SIAM Journal on Computing",
	pages = "1013--1036",
	volume = "18",
	number = "5",
	year = "1989"
}

@Book{ HRW92,
	author = "Frank K. Hwang and Dana S. Richards and Pawel Winter",
	title = "The {S}teiner Tree Problem",
	publisher = "Elsevier Science Publishers B. V.",
	year = "1992",
	number = "53",
	series = "Annals of Discrete Mathematics",
	address = "Amsterdam",
	ISBN = "0-444-89098-X"
}

@Article{ KRY97,
	author = "Samir Khuller and Balaji Raghavachari and Neal Young",
	title = "Approximating the minimum equivalent digraph",
	journal = "SIAM Journal on Computing",
	pages = "859--872",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ LMS92,
	author = "Chung-Lun Li and S. Thomas McCormick and David {Simchi-Levi}",
	title = "The point-to-point delivery and connection problems: complexity and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "267--292",
	volume = "36",
	number = "3",
	year = "1992"
}

@Article{ Natu99,
	author = "Madan Natu",
	title = "personal communication",
	year = "1999"
}

@Article{ NaFa95,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "On the point-to-point connection problem",
	journal = "Information Processing Letters",
	pages = "333--336",
	volume = "53",
	number = "6",
	year = "1995"
}

@Article{ NaFa97,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "The point-to-point connection problem -- analysis and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "207--226",
	volume = "78",
	year = "1997"
}

@Article{ RS95,
	author = "Neil Robertson and Paul D. Seymour",
	title = "Graph Minors {XIII}: The disjoint paths problem",
	journal = "Journal of Combinatorical Theory, Series B",
	pages = "65--110",
	volume = "63",
	number = "1",
	year = "1995"
}

@Article{ Zel97,
	title = "A Series of Approximation Algorithms for the Acyclic Directed Steiner Tree Problem",
	author = "Alexander Zelikovsky",
	journal = "Algorithmica",
	pages = "99--110",
	month = may,
	year = "1997",
	volume = "18",
	number = "1"
}

%::::::::::::::
%dsnfinal/paper.bib
%::::::::::::::
%
% Bibliography for FOCS'99 paper
%

@Article{ Char98,
	title = "Approximation Algorithms for Directed {Steiner} Problems",
	author = "Moses Charikar and Chandra Chekuri and {To-yat} Cheung and Zuo Dai and Ashish Goel and Sudipto Guha and Ming Li",
	journal = "Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 1998,
	pages = "192--200"
}

@Article{ Ahuja:1995:NF,
	author = "R. K. Ahuja and T. L. Magnanti and J. B. Orlin and Michael O. Ball",
	title = "Network Flows",
	journal = "SIAM Review",
	volume = "37",
	number = "1",
	pages = "115--??",
	month = mar,
	year = "1995",
	coden = "SIREAD",
	ISSN = "0036-1445 (print), 1095-7200 (electronic)",
	bibdate = "Tue May 13 16:55:17 MDT 1997",
	acknowledgement = ack-nhfb
}

@Article{ Ahuja1990,
	author = "Ravindra K. Ahuja and Kurt Mehlhorn and James B. Orlin and Robert E. Tarjan",
	title = "Faster Algorithms for the Shortest Path Problem",
	journal = "Journal of the ACM",
	volume = "37",
	number = "2",
	pages = "213--223",
	month = apr,
	year = "1990",
	coden = "JACOAH",
	ISSN = "0004-5411",
	url = "http://www.acm.org/pubs/toc/Abstracts/0004-5411/77615.html",
	acknowledgement = ack-nhfb,
	keywords = "algorithms, Data Structure and Algorithms, design, heap, priority queue, shortest paths, theory",
	subject = "{\bf G.2.2}: Mathematics of Computing, DISCRETE MATHEMATICS, Graph Theory, Network problems. {\bf E.1}: Data, DATA STRUCTURES. {\bf F.2.2}: Theory of Computation, ANALYSIS OF ALGORITHMS AND PROBLEM COMPLEXITY, Nonnumerical Algorithms and Problems, Sorting and searching."
}

@Article{ MW:netdesign,
	author = "T. L. Magnanti and R. T. Wong",
	title = "Network Design and Transportation Planning: Models and Algorithms",
	journal = "Transportation Science",
	year = "1984",
	month = feb,
	volume = "18",
	number = "1",
	pages = "1--55"
}

@Book{ CR41,
	author = "Richard Courant and Herbert Robbins",
	title = "What Is Mathematics?",
	publisher = "Oxford University Press",
	year = "1941",
	address = "London"
}

@Article{ JK34,
	author = "V. Jarn{\'i}k and O. K{\"o}ssler",
	title = "O minim{\'a}ln{\'i}ch grafech obsahuj{\'i}c{\'i}ch n dan{\'y}ch bodu",
	journal = "{\^C}as. P{\\^e}stov{\'a}n{\'i} Mat.",
	volume = "63",
	year = "1934",
	pages = "223--235"
}

@Article{ Hakimi,
	author = "S. L. Hakimi",
	title = "{Steiner's} problem in graphs and its implications",
	journal = "Networks",
	volume = "1",
	year = "1971",
	pages = "113--133"
}

@Article{ DoKh99,
	author = "Yevgeniy Dodis and Sanjeev Khanna",
	title = "Designing Networks with Bounded Pairwise Distance",
	journal = "Proceedings of the 31st Annual ACM Symposium on Theory of Computing (STOC)",
	pages = "750--759",
	year = 1999
}

@Article{ Salama97,
	author = "H. Salama and D. Reeves and Y. Viniotis",
	title = "Evaluation of Multicast Routing Algorithms for Real-Time Communication on High-Speed Networks",
	journal = "IEEE Journal on Selected Areas in Communication",
	month = feb,
	year = "1997"
}

@Article{ Ramanathan:1996:MTG,
	author = "S. Ramanathan",
	title = "Multicast tree generation in networks with asymmetric links",
	journal = "IEEE\slash ACM Transactions on Networking",
	volume = "4",
	number = "4",
	pages = "558--568",
	month = aug,
	year = "1996",
	coden = "IEANEP",
	ISSN = "1063-6692",
	bibdate = "Tue Jul 27 15:53:14 MDT 1999",
	url = "http://www.acm.org:80/pubs/citations/journals/ton/1996-4-4/p558-ramanathan/",
	acknowledgement = ack-nhfb,
	keywords = "algorithms, design, experimentation, theory",
	subject = "{\bf G.2.2} Mathematics of Computing, DISCRETE MATHEMATICS, Graph Theory, Network problems. {\bf C.2.0} Computer Systems Organization, COMPUTER-COMMUNICATION NETWORKS, General."
}

@Article{ DoFe95,
	author = "Rod G. Downey and Michael R. Fellows",
	title = "Fixed-Parameter Tractability and Completeness {I}: Basic Results",
	journal = "SIAM Journal on Computing",
	pages = "873--921",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ FHW80,
	author = "Steven Fortune and John Hopcroft and James Wyllie",
	title = "The directed subgraph homeomorphism problem",
	journal = "Theoretical Computer Science",
	pages = "111--121",
	volume = "10",
	number = "2",
	year = "1980"
}

@Article{ FrTa87,
	author = "Michael L. Fredman and Robert E. Tarjan",
	title = "Fibonacci Heaps and Their Uses in Improved Network Optimization Algorithms",
	journal = "Journal of the ACM",
	pages = "596--615",
	volume = "34",
	number = "3",
	year = "1987"
}

@Article{ GaTa89,
	author = "Harold N. Gabow and Robert E. Tarjan",
	title = "Faster scaling algorithms for network problems",
	journal = "SIAM Journal on Computing",
	pages = "1013--1036",
	volume = "18",
	number = "5",
	year = "1989"
}

@Book{ HRW92,
	author = "Frank K. Hwang and Dana S. Richards and Pawel Winter",
	title = "The {S}teiner Tree Problem",
	publisher = "Elsevier Science Publishers B. V.",
	year = "1992",
	number = "53",
	series = "Annals of Discrete Mathematics",
	address = "Amsterdam",
	ISBN = "0-444-89098-X"
}

@Article{ KRY97,
	author = "Samir Khuller and Balaji Raghavachari and Neal Young",
	title = "Approximating the minimum equivalent digraph",
	journal = "SIAM Journal on Computing",
	pages = "859--872",
	volume = "24",
	number = "4",
	year = "1995"
}

@Article{ LMS92,
	author = "Chung-Lun Li and S. Thomas McCormick and David {Simchi-Levi}",
	title = "The point-to-point delivery and connection problems: complexity and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "267--292",
	volume = "36",
	number = "3",
	year = "1992"
}

@Article{ Natu99,
	author = "Madan Natu",
	title = "personal communication",
	year = "1999"
}

@Article{ NaFa95,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "On the point-to-point connection problem",
	journal = "Information Processing Letters",
	pages = "333--336",
	volume = "53",
	number = "6",
	year = "1995"
}

@Article{ NaFa97,
	author = "Madan Natu and Shu-Cherng Fang",
	title = "The point-to-point connection problem -- analysis and algorithms",
	journal = "Discrete Applied Mathematics",
	pages = "207--226",
	volume = "78",
	year = "1997"
}

@Article{ RS95,
	author = "Neil Robertson and Paul D. Seymour",
	title = "Graph Minors {XIII}: The disjoint paths problem",
	journal = "Journal of Combinatorical Theory, Series B",
	pages = "65--110",
	volume = "63",
	number = "1",
	year = "1995"
}

@Article{ MT69,
	title = "An Algorithm for Finding a Minimum Equivalent Graph of a Digraph",
	author = "Dennis M. Moyles and Gerald L. Thompson",
	area = "Combinatorial Analysis",
	pages = "455--460",
	journal = "Journal of the ACM",
	month = jul,
	year = "1969",
	volume = "16",
	number = "3",
	keywords = "digraphs, reachability, equivalent graphs, communication networks, algorithm, removal of edges from a digraph",
	references = "\cite{JACM::Warshall1962}"
}

@Article{ Hsu75,
	author = "Harry T. Hsu",
	title = "An Algorithm for Finding a Minimal Equivalent Graph of a Digraph",
	journal = "Journal of the ACM",
	volume = "22",
	number = "1",
	pages = "11--16",
	month = jan,
	year = "1975",
	coden = "JACOAH",
	ISSN = "0004-5411",
	bibdate = "Wed Jan 15 18:12:53 MST 1997",
	abstract = "An efficient algorithm for finding a minimal equivalent graph (MEG) is presented. First, all the strongly connected (s. c. ) components are found. Then the set of vertices is reordered such that the set of vertices in an s. c. component is ordered by consecutive integers. The rows and columns of the adjacency matrix are permuted accordingly. Then an MEG for each s. c. component is found. Finally, the parallel and the superfluous edges are removed.",
	acknowledgement = ack-nhfb,
	classification = "921",
	journalabr = "J Assoc Comput Mach",
	keywords = "mathematical techniques"
}

@Article{ Luo05,
	AUTHOR = "Z.Q. Luo",
	TITLE = "Universal decentralized estimation in a bandwidth-constrained sensor network",
	JOURNAL = "IEEE Trans. Info. Theory",
	YEAR = 2005,
	VOLUME = "51",
	NUMBER = 6,
	PAGES = "2210--2219"
}

@Article{ KRY95,
	author = "Samir Khuller and Balaji Raghavachari and Neal Young",
	title = "Approximating the Minimum Equivalent Digraph",
	journal = "SIAM Journal on Computing",
	volume = "24",
	number = "4",
	pages = "859--872",
	month = aug,
	year = "1995",
	coden = "SMJCAT",
	ISSN = "0097-5397 (print), 1095-7111 (electronic)",
	mrclass = "68R10 (05C85)",
	mrnumber = "96f:68084",
	bibdate = "Sat Dec 5 17:26:53 MST 1998",
	url = "http://epubs.siam.org/sam-bin/dbq/article/25668",
	acknowledgement = ack-nhfb
}

@Article{ Levin71,
	author = "A. Y. Levin",
	title = "Algorithm for the shortest connection of a group of graph vertices",
	journal = "Sov. Math. Dokl.",
	volume = "12",
	year = "1971",
	pages = "1477--1481"
}

@Article{ Feige98,
	author = "Feige",
	title = "A Threshold of ln n for Approximating Set Cover",
	journal = "JACM: Journal of the ACM",
	volume = "45",
	year = "1998"
}

@Article{ AKR95,
	title = "When Trees Collide: An Approximation Algorithm for the Generalized {Steiner} Problem on Networks",
	author = "Ajit Agrawal and Philip Klein and R. Ravi",
	pages = "440--456",
	journal = "SIAM Journal on Computing",
	month = jun,
	year = "1995",
	volume = "24",
	number = "3",
	references = "\cite{FOCS::AroraS1992} \cite{FOCS::AroraLMSS1992} \cite{SODA::BermanR1992} \cite{SODA::GoemansW1992} \cite{SODA::GoemansGPSTW1994} \cite{STOC::LundY1993} \cite{SICOMP::Valiant1979} \cite{STOC::WilliamsonGMV1993}"
}

@Article{ WilliamsonEtAl95,
	author = "Williamson and Goemans and Mihail and Vazirani",
	title = "A Primal-Dual Approximation Algorithm for Generalized Steiner Network Problems",
	journal = "COMBINAT: Combinatorica",
	volume = "15",
	year = "1995"
}

@Article{ GWHoch95,
	author = "Goemans and Williamson",
	title = "The primal-dual method for approximation algorithms and its application to network design problems.",
	journal = "D. Hochbaum, editor, Approximation Algorithms for NP-hard Problems, PWS Publishing, Boston",
	pages = "144--191",
	year = "1995"
}

@InProceedings{ ALMSS92,
	author = "S. Arora and C. Lund and R. Motwani and M. Sudan and M. Szegedy",
	address = "Los Angeles, CA",
	booktitle = "Proceedings 33rd {IEEE} {S}ymposium on the {F}oundations of {C}omputer {S}cience",
	pages = "14--23",
	publisher = "IEEE Computer Society",
	title = "Proof verification and hardness of approximation problems",
	year = "1992",
	annote = "Strengthens result of \cite{ArSa92}: there is an $\epsilon$ such that no polynomial-time heuristic for clique can be guaranteed to come within a factor of $n^\epsilon$ of optimal unless P = NP."
}

@Article{ DW71,
	author = "S. E. Dreyfus and R. A. Wagner",
	title = "The {Steiner} problem in graphs",
	journal = "Networks",
	volume = "1",
	year = "1971",
	pages = "195--207"
}

@Article{ BP89,
	author = "Marshall Bern and Paul Plassmann",
	title = "The {Steiner} problem with edge lengths $1$ and $2$",
	journal = "Information Processing Letters",
	volume = "32",
	number = "4",
	pages = "171--176",
	day = "1",
	month = sep,
	year = "1989",
	coden = "IFPLAT",
	ISSN = "0020-0190",
	mrclass = "68Q25 (05C35 68R10 90B10)",
	mrnumber = "90m:68055",
	bibdate = "Wed Nov 11 12:16:26 MST 1998",
	acknowledgement = ack-nhfb,
	affiliation = "Xerox Palo Alto Research Cent",
	affiliationaddress = "Palo Alto, CA, USA",
	classification = "921; B0250 (Combinatorial mathematics); B0290F (Interpolation and function approximation); C1160 (Combinatorial mathematics); C4130 (Interpolation and function approximation); C4240 (Programming and algorithm theory)",
	corpsource = "Xerox Palo Alto Res. Center, Palo Alto, CA, USA",
	journalabr = "Inf Process Lett",
	keywords = "Algorithms, algorithms, approximation algorithm, Approximation Algorithms, approximation theory, complexity class, computational complexity, edge lengths, Mathematical Techniques, MAX SNP-hard, NP-completeness, shortest subgraph, Steiner problem, Steiner Tree, theory, trees (mathematics), verification",
	subject = "G.2.2 Mathematics of Computing, DISCRETE MATHEMATICS, Graph Theory, Graph algorithms \\ F.1.3 Theory of Computation, COMPUTATION BY ABSTRACT DEVICES, Complexity Classes, Reducibility and completeness",
	treatment = "T Theoretical or Mathematical"
}

@Article{ Zel00,
	author = "G. Robins and A. Zelikovsky",
	title = "Improved steiner tree approximation in graphs",
	journal = "Proceedings of the 11th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 2000,
	pages = "770--779"
}

@Article{ Zel97,
	title = "A Series of Approximation Algorithms for the Acyclic Directed Steiner Tree Problem",
	author = "Alexander Zelikovsky",
	journal = "Algorithmica",
	pages = "99--110",
	month = may,
	year = "1997",
	volume = "18",
	number = "1"
}

@TechReport{ LMS88,
	author = "J. M. Leung and T. L. Magnanti and V. Singhal",
	title = "Routing in Point-to-Point Delivery Systems",
	institution = "Massachusetts Institute of Technology, Operations Research Center",
	number = "OR-174-88",
	month = jan,
	year = "1988"
}

@TechReport{ Zel96,
	author = "Alexander Zelikovsky",
	title = "Better approximation bounds for the network and Euclidean Steiner tree problems",
	institution = "Department of Computer Science, University of Virginia",
	number = "CS-96-06",
	month = mar # " 20",
	year = "1996",
	keywords = "Combinatorial problems, approximation algorithms, Steiner trees.",
	url = "ftp://ftp.cs.virginia.edu/pub/techreports/CS-96-06.ps.Z",
	abstract = "The network and Euclidean Steiner tree problems require a shortest tree spanning a given vertex subset within a network G=(V,E,d) and Euclidean plane, respectively. For these problems, we present a series of heuristics finding approximate Steiner trees with performance guarantees coming arbitrary close to 1+ln 2= 1.693... and 1+ln(2/sqrt3) = 1.1438..., respectively. The best previously known corresponding values are close to 1.746 and 1.1546.",
	note = "Mon, 25 Mar 1996 16:47:16 GMT"
}

@Article{ Zel93,
	title = "An 11/6-Approximation Algorithm for the Network {Steiner} Problem",
	author = "Alexander Zelikovsky",
	journal = "Algorithmica",
	pages = "463--470",
	year = "1993",
	volume = "9"
}

%::::::::::::::
%lcsbook/ecoding.bib
%::::::::::::::

@Book{ VY,
	author = "B. Vucetic and J. Yuan",
	title = "Turbo Codes",
	publisher = "Kluwer Academic Publishers",
	address = "Dordrecht, The Netherlands",
	year = "2000"
}

@Article{ FORM,
	author = "Jon Feldman and Ibrahim Abou-Faycal and Matteo Frigo",
	title = "A Noise-Adaptive Algorithm for First-Order {R}eed-{M}uller Decoding",
	journal = "manuscript",
	year = "2002"
}

%::::::::::::::
%primaldual/aaprimaldual.bib
%::::::::::::::
%
% Bibliography for Advanced Algorithms project
%

@Article{ Char98,
	title = "Approximation Algorithms for Directed {Steiner} Problems",
	author = "Moses Charikar and Chandra Chekuri and {To-yat} Cheung and Zuo Dai and Ashish Goel and Sudipto Guha and Ming Li",
	journal = "Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = 1998,
	pages = "192--200"
}

@Article{ DoKh99,
	author = "Yevgeniy Dodis and Sanjeev Khanna",
	title = "Designing Networks with Bounded Pairwise Distance",
	journal = "Proceedings of the 31st Annual ACM Symposium on Theory of Computing (STOC)",
	pages = "750--759",
	year = 1999
}

@Article{ FeRu99,
	author = "Jon Feldman and Matthias Ruhl",
	title = "The Directed {Steiner} Network Problem is Tractable for a Constant Number of Terminals",
	journal = "40th annual IEEE Symposium on Foundations of Computer Science (FOCS)",
	pages = "299--308",
	year = "1999"
}

@Article{ GargVY97,
	title = "Primal-Dual Approximation Algorithms for Integral Flow and Multicut in Trees",
	author = "Naveen Garg and Vijay V. Vazirani and Mihalis Yannakakis",
	journal = "Algorithmica",
	pages = "3--20",
	month = may,
	year = "1997",
	volume = "18",
	number = "1"
}

@Article{ WilliamsonEtAl95,
	author = "Williamson and Goemans and Mihail and Vazirani",
	title = "A Primal-Dual Approximation Algorithm for Generalized Steiner Network Problems",
	journal = "COMBINAT: Combinatorica",
	volume = "15",
	year = "1995"
}

@Article{ Agr95,
	author = "Ajit Agrawal and Philip Klein and R. Ravi",
	title = "When trees collide: an approximation algorithm for the generalized {Steiner} problem on networks",
	journal = "SIAM Journal on Computing",
	volume = "24",
	number = "3",
	pages = "440--456",
	month = jun,
	year = "1995",
	coden = "SMJCAT",
	ISSN = "0097-5397 (print), 1095-7111 (electronic)",
	mrclass = "68R10 (68M10 68Q20)",
	mrnumber = "96c:68146",
	bibdate = "Sat Dec 5 17:26:53 MST 1998",
	url = "http://epubs.siam.org/sam-bin/dbq/article/23623",
	acknowledgement = ack-nhfb
}

@Article{ Goemans95,
	author = "Michel X. Goemans and David P. Williamson",
	title = "A General Approximation Technique for Constrained Forest Problems",
	journal = "SIAM Journal on Computing",
	volume = "24",
	number = "2",
	pages = "296--317",
	month = apr,
	year = "1995",
	coden = "SMJCAT",
	ISSN = "0097-5397 (print), 1095-7111 (electronic)",
	mrclass = "90C27 (68Q25 68R10)",
	mrnumber = "95k:90066",
	mrreviewer = "Olivia M. Carducci",
	bibdate = "Sat Dec 5 17:26:53 MST 1998",
	url = "http://epubs.siam.org/sam-bin/dbq/article/24261",
	acknowledgement = ack-nhfb
}

@Article{ GWHoch95,
	author = "Goemans and Williamson",
	title = "The primal-dual method for approximation algorithms and its application to network design problems.",
	journal = "D. Hochbaum, editor, Approximation Algorithms for NP-hard Problems, PWS Publishing, Boston",
	pages = "144--191",
	year = "1995"
}

%::::::::::::::
%tclp/tclp.bib
%::::::::::::::

@Book{ Wik,
	author = "S. Wicker",
	title = "Error Control Systems for Digital Communication and Storage",
	publisher = "Prentice-Hall",
	address = "Englewood Cliffs, NJ",
	year = "1995"
}

@Article{ Viterbi,
	author = "A. Viterbi",
	title = "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm",
	journal = "IEEE Trans. on Information Theory",
	volume = "13",
	pages = "260--269",
	month = "Apr.",
	year = "1967"
}

@Book{ forneyconcat,
	author = "G. D. Forney",
	title = "Concatenated Codes",
	publisher = "M.I.T.",
	year = "1966"
}

@InProceedings{ gi02stoc,
	title = "Near-optimal Linear-Time Codes for Unique Decoding and New List-Decodable Codes Over Smaller Alphabets",
	author = "V. Guruswami and P. Indyk",
	booktitle = "Proc. of the 34th annual Symp. on Theory of Computing (STOC)",
	year = "2002"
}

@Article{ Forney,
	author = "G. D. Forney",
	title = "Convolutional Codes {II}: Maximum Likelihood Decoding",
	journal = "Information Control",
	volume = "25",
	pages = "222--266",
	year = "1974"
}

@Article{ bp,
	title = "Turbo Decoding As An Instance Of {P}earl's Belief Propagation Algorithm",
	author = "R. McEliece and D. MacKay and J. Cheng",
	journal = "IEEE Journal on Selected Areas in Communications",
	volume = "16",
	number = "2",
	year = "1998",
	pages = "140--152"
}

@Article{ ldpc,
	title = "Design of capacity-approaching irregular low-density parity-check codes",
	author = "T.~Richardson and M. A. Shokrollahi and R. L. Urbanke",
	journal = "Information Theory, IEEE Transactions on",
	volume = "47",
	number = "2",
	year = "2001",
	pages = "619--637"
}

@Article{ turbo1,
	author = "C. Berrou and A. Glavieux and P. Thitimajshima",
	title = "Near {S}hannon limit error-correcting coding and decoding: turbo-codes",
	journal = "Proc. IEEE International Conf. on Comm. (ICC)",
	month = "May",
	year = "1993",
	pages = "1064--1070"
}

@PhDThesis{ spielmanthesis,
	author = "D. Spielman",
	title = "Computationally Efficient Error-Correcting Codes and Holographic Proofs",
	school = "Massachusetts Institute of Technology",
	year = "1995"
}

@Article{ spielman,
	author = "L. Bazzi and M. Mahdian and S. Mitter and D. Spielman",
	title = "The Minimum Distance of Turbo-Like Codes",
	journal = "manuscript",
	year = "2001"
}

@Article{ unveiling,
	author = "S. Benedetto and G. Montorsi",
	title = "Unveiling turbo codes: some results on parallel concatenated coding schemes",
	journal = "IEEE Trans. Inform. Theory",
	pages = "409--428",
	month = "Mar",
	year = "1996"
}

@Misc{ breiling,
	author = "Marco Breiling and Johannes Huber",
	title = "Upper Bound on the Minimum Distance of Turbo Codes Using a Combinatorial Approach",
	text = "Submitted to the IEEE Trans. on Information Theory",
	year = "2001"
}

@Article{ BDMP,
	author = "Benedetto and Divsalar and Montorsi and Pollara",
	title = "Serial Concatenation of Interleaved Codes: Performance Analysis, Design, and Iterative Decoding",
	journal = "IEEETIT: IEEE Trans. on Information Theory",
	volume = "44",
	year = "1998"
}

@Article{ turbolike,
	author = "D. Divsalar and H. Jin and R. McEliece",
	title = "Coding theorems for `turbo-like' codes",
	journal = "Proc. 36th Annual Allerton Conf. on Communication, Control, and Computing",
	month = "September",
	year = "1998",
	pages = "201--210"
}

@Article{ girthsurvey,
	author = "N. Biggs",
	title = "Constructions for cubic graphs with large girth",
	journal = "Electronic Journal of Combinatorics",
	volume = "5(A1)",
	year = "1998"
}

@Book{ extremalgraph,
	author = "B. Bollob{\'a}s",
	title = "Extremal graph theory",
	publisher = "Academic Press",
	year = "1978"
}

@Article{ sauer,
	author = "N. Sauer",
	title = "Extremaleigenschaften regularer Graphen gegebener Taillenweite, i~and~ii",
	journal = "Sitzungsberichte Osterreich. Acad. Wiss. Math. Natur. Kl.",
	volume = "S-BII",
	number = "176",
	year = "1967",
	pages = "27--43"
}

@Article{ erdos,
	author = "P. Erd{\"o}s and H. Sachs",
	title = "Regulare Graphen gegebene Taillenweite mit minimaler Knotenzahl",
	journal = "Wiss. Z. Univ. Hall Martin Luther Univ. Halle--Wittenberg Math.-- Natur.Reine",
	volume = "12",
	year = "1963",
	pages = "251--257"
}

@Book{ blahut,
	author = "R. E. Blahut",
	title = "Theory and Practice of Error-Control Codes",
	publisher = "Addison-Wesley",
	city = "Reading",
	state = "Massachusetts",
	year = "1983"
}

@Book{ MS,
	title = "The Theory of Error Correcting Codes",
	author = "F. J. MacWilliams and N. J. A. Sloane",
	publisher = "North-Holland",
	country = "Amsterdam",
	year = "1981"
}

@Book{ JVL,
	title = "Introduction to Coding Theory",
	author = "J. H. {van Lint}",
	publisher = "Springer-Verlag",
	city = "Berlin",
	year = "1999"
}

%::::::::::::::
%aug/newintro/newintro.bib
%::::::::::::::

@Article{ Nagamochi00,
	author = "Nagamochi",
	title = "Recent Development of Graph Connectivity Augmentation Algorithms",
	journal = "TIEICE: IEICE Transactions on Communications/Electronics/Information and Systems",
	year = "2000"
}

%:::::::::::::
%hkbound/sodasubmit/paper.bib
%::::::::::::::
% Bibliography for integrality gaps paper

@Book{ CLR92,
	author = "T.~H. Cormen and C.~E. Leiserson and R.~L. Rivest",
	edition = "6th",
	publisher = "MIT Press and McGraw-Hill Book Company",
	title = "Introduction to algorithms",
	year = "1992"
}

@InProceedings{ GW,
	author = "Goemans and Williamson",
	title = "A General Approximation Technique for Constrained Forest Problems",
	booktitle = "{SODA}: {ACM}-{SIAM} Symposium on Discrete Algorithms (A Conf. on Theoretical and Experimental Analysis of Discrete Algorithms)",
	year = "1992"
}

@Book{ JRR,
	author = "M. J{\"u}nger and G. Reinelt and G. Rinaldi",
	title = "The Traveling Salesman Problem",
	booktitle = "Network Models, Handbook on Operations Research and Management Science",
	volume = "7",
	publisher = "Elsevier, North Holland",
	editor = "M. O. Ball and T. Magnanti and C. L. Monma and G. Nemhauser",
	pages = "225--230",
	year = "1995"
}

@TechReport{ christofides,
	author = "N. Christofides",
	title = "Worst-Case analysis of a new heuristic for the traveling salesman problem",
	address = "Pittsburgh",
	year = "1976"
}

@InProceedings{ Zel,
	author = "Gabriel Robins and Alexander Zelikovsky",
	title = "Improved Steiner tree approximation in graphs",
	booktitle = "Symposium on Discrete Algorithms",
	pages = "770--779",
	year = "2000"
}

@Article{ AKR,
	author = "Ajit Agrawal and Philip Klein and R. Ravi",
	title = "When trees collide: an approximation algorithm for the generalized {Steiner} problem on networks",
	journal = "SIAM Journal on Computing",
	volume = "24",
	number = "3",
	pages = "440--456",
	year = "1995"
}

@InProceedings{ Gabow91,
	author = "H. N. Gabow",
	title = "A Matroid Approach to Finding Edge Connectivity and Packing Aborescences",
	pages = "112--122",
	year = "1991",
	organization = "4th Annual ACM Symp. on Theory of Comp."
}

@Article{ khuller94biconnectivity,
	author = "S. Khuller and U. Vishkin",
	title = "Biconnectivity approximations and graph carvings",
	journal = "Journal of the ACM",
	volume = "41(2)",
	pages = "214--235",
	year = "1994"
}

@Article{ Edmonds2,
	author = "J. Edmonds",
	title = "Optimum Branchings",
	journal = "J. Res. Nat. Bur. Standards",
	volume = "B71",
	pages = "233--240",
	year = "1967"
}

@InProceedings{ Vaz,
	author = "Rajagopalan and Vazirani",
	title = "On the Bidirected Cut Relaxation for the Metric Steiner Tree Problem",
	booktitle = "{SODA}: {ACM}-{SIAM} Symposium on Discrete Algorithms",
	year = "1999"
}

@Article{ Edmonds,
	author = "J. Edmonds",
	title = "Edge-Disjoint Branchings",
	journal = "Combinatorial Algorithms",
	editor = "Ed. {R. Rustin}",
	pages = "91--96",
	year = "1972",
	publisher = "Algorithmics Press"
}

@Article{ Frank,
	author = "A. Frank",
	title = "Conenctivity Augmentation Problems in Network Design",
	journal = "Mathematical Programming: State of the Art",
	editor = "J.R. Birge and eds. {K.G. Murty}",
	publisher = "The University of Michigan",
	pages = "34--63",
	year = "1994"
}

@Article{ NW,
	title = "{Edge-disjoint spanning trees of finite graphs}",
	author = "C. St. J. Nash-Williams",
	journal = "J. London Math. Soc.",
	volume = "36",
	pages = "445--450",
	year = "1961"
}

@InProceedings{ Jain,
	author = "K. Jain",
	title = "A factor $2$ approximation algorithm for the generalized {Steiner} network problem",
	editor = "{IEEE}",
	booktitle = "39th Annual Symposium on Foundations of Computer Science: proceedings: November 8--11, 1998, Palo Alto, California",
	publisher = "IEEE Computer Society Press",
	address = "1109 Spring Street, Suite 300, Silver Spring, MD 20910, USA",
	year = "1998",
	ISBN = "0-8186-9172-7 (softbound), 0-7803-5229-7 (casebound), 0-8186-9174-3 (microfiche)",
	pages = "448--457",
	year = "1998",
	bibdate = "Thu Apr 5 06:13:53 MDT 2001",
	acknowledgement = ack-nhfb
}

@InProceedings{ CV,
	author = "Robert D. Carr and Santosh Vempala and Jacques Mandler",
	title = "Towards a 4/3 approximation for the asymmetric traveling salesman problem.",
	pages = "116--125",
	booktitle = "Proceedings of the Eleventh Annual {ACM}-{SIAM} Symposium on Discrete Algorithms",
	month = jan # "~9--11",
	publisher = "ACM Press",
	address = "N.Y.",
	year = "2000"
}

@Article{ khuller,
	author = "S. Khuller and U. Vishkin",
	title = "Biconnectivity approximations and graph carvings",
	journal = "Journal of the ACM",
	volume = "41",
	number = "2",
	pages = "214--235",
	year = "1994"
}

@Misc{ PORTA,
	author = "T. Christof and A. Lobel",
	title = "PORTA: Polyhedron representation transformation algorithm (ver. 1.3.1), 1997, {\tt http://www.zib.de/Optimization/Software/Porta/}"
}

@Book{ Diestel,
	author = "Reinhard Diestel",
	title = "Graph theory",
	publisher = "Springer-Verlag",
	year = "1997",
	address = "New York",
	note = "Translated from the 1996 German original",
	pages = "xiv+289",
	ISBN = "0-387-98210-8",
	mrclass = "05-01",
	mrnumber = "1 448 665"
}

@Article{ ENSS,
	author = "Even and Naor and Schieber and Sudan",
	title = "Approximating Minimum Feedback Sets and Multicuts in Directed Graphs",
	journal = "Algorithmica",
	volume = "20",
	year = "1998"
}

@Article{ Seymour95,
	author = "Seymour",
	title = "Packing Directed Circuits Fractionally",
	journal = "Combinatorica",
	volume = "15",
	year = "1995"
}

@Article{ Catlin,
	author = "P. Catlin",
	title = "A Reduction Method to Find Spanning Eulerian Subgraphs",
	journal = "Graph Theory",
	volume = "12",
	number = "1",
	year = "1988",
	pages = "29--44"
}

%::::::::::::::
%WWW/chains/paper.bib
%::::::::::::::

@Article{ sesha:balas95,
	AUTHOR = "Egon Balas and {Jan Karel} Lenstra and Alkis Vazacopoulos",
	TITLE = "The One-Machine Problem with Delayed Precedence Constraints and Its Use in Job Shop Scheduling",
	JOURNAL = "Management Science",
	PAGES = "94--109",
	VOLUME = "41",
	NUMBER = "1",
	YEAR = "1995",
	ABSTRACT = ""
}

@Article{ sesha:bernstein89a,
	AUTHOR = "David Bernstein and Izidor Gertner",
	TITLE = "Scheduling Expressions on a Pipelined Processor with a Maximal Delay of One Cycle",
	JOURNAL = "{ACM} Transactions on Programming Languages and Systems",
	PAGES = "57--66",
	VOLUME = "11",
	NUMBER = "1",
	MONTH = "January",
	YEAR = "1989",
	ABSTRACT = ""
}

@Article{ McN59,
	AUTHOR = "R. McNaughton",
	TITLE = "Scheduling With Deadlines and Loss Functions",
	JOURNAL = "Management Science",
	PAGES = "1--12",
	VOLUME = "6",
	YEAR = "1959",
	ABSTRACT = ""
}

@TechReport{ sesha:brucker98,
	AUTHOR = "Peter Brucker and Sigrid Knust",
	TITLE = "Complexity Results for Single-Machine Problems with Positive Finish-Start Time-Lags",
	INSTITUTION = "Universit{\"a}t Osnabr{\"u}ck, Osnabr{\"u}cker Schriften zur Mathematik",
	NUMBER = "Reihe P, Heft 202",
	YEAR = "1998",
	ABSTRACT = ""
}

@Article{ sesha:coffman72,
	AUTHOR = "E.G. {Coffman, Jr.} and R.L. Graham",
	TITLE = "Optimal Sequencing for Two Processor Systems",
	JOURNAL = "Acta Informatica",
	PAGES = "200--213",
	VOLUME = "1",
	YEAR = "1972",
	ABSTRACT = " "
}

@Book{ sesha:garey79,
	AUTHOR = "M.R. Garey and D.S. Johnson",
	TITLE = "Computers and Intractability: A Guide to the Theory of NP-Completeness",
	PUBLISHER = "W.H. Freeman",
	YEAR = "1979"
}

@Article{ sesha:graham79,
	AUTHOR = "R.L. Graham and E.L. Lawler and J.K. Lenstra and A.H.G. {Rinnooy Kan}",
	TITLE = "Optimization and Approximation in Deterministic Sequencing and Scheduling: {A Survey}",
	JOURNAL = "Annals of Discrete Mathematics",
	VOLUME = "5",
	PAGES = "287--326",
	YEAR = "1979",
	ABSTRACT = ""
}

@Article{ sesha:han92a,
	AUTHOR = "Ching-Chih Han and Kwei-Jay Lin",
	TITLE = "Scheduling Real-Time Computations with Separation Constraints",
	JOURNAL = "Information Processing Letters",
	VOLUME = "42",
	PAGES = "61--66",
	YEAR = "1992",
	ABSTRACT = ""
}

@Article{ ZhoGar05,
	AUTHOR = "W. Zhong and J. Garcia-Frias",
	TITLE = "{LDGM} codes for channel coding and joint source-channel coding of correlated sources",
	JOURNAL = "{EURASIP} Journal on Applied Signal Processing",
	VOLUME = "2005",
	NUMBER = 6,
	PAGES = "942--953",
	YEAR = "2005"
}

@Article{ sesha:leung84a,
	AUTHOR = "J.Y.-T. Leung and O. Vornberger and J.D. Witthoff",
	TITLE = "On Some Variants of the Bandwidth Minimization Problem",
	JOURNAL = "{SIAM} Journal on Computing",
	VOLUME = "13",
	PAGES = "650--667",
	YEAR = "1984",
	ABSTRACT = ""
}

@InProceedings{ Yang05,
	AUTHOR = "Y. Yang and V. Stankovic and Z. Xiong and W. Zhao",
	TITLE = "On multiterminal source code design",
	BOOKTITLE = "Proceedings of the Data Compression Conference",
	YEAR = "2005",
	PAGES = "43--52"
}

@InProceedings{ sesha:palem90,
	AUTHOR = "Krishna V. Palem and Barbara B. Simons",
	TITLE = "Scheduling Time-Critical Instructions on {RISC} Machines",
	BOOKTITLE = "Proceedings of the 17th Annual Symposium on Principles of Programming Languages",
	PAGES = "270--280",
	YEAR = "1990",
	ABSTRACT = ""
}

%::::::::::::::
%coding/hadamard/tex2/had.bib
%::::::::::::::

@Article{ GL,
	author = "O. Goldreich and L. Levin",
	title = "A hard core predicate for any one way function",
	journal = "In Proc. 21st ACM Symp. on Theory of Comput.",
	pages = "25--32",
	year = "1989"
}

@Book{ AR75,
	author = "N. Ahmed and K. R. Rao",
	title = "Orthogonal Transforms for Digital Signal Processing",
	publisher = "Springer",
	address = "Berlin",
	isbn = "3-540-06556-3",
	year = "1975"
}

@Book{ YH,
	author = "R. K. Yarlagadda and J. E. Hershey",
	title = "Hadamard Matrix Analysis and Synthesis",
	publisher = "Kluwer",
	address = "Dordrecht",
	year = "1997"
}

@Article{ Reed,
	author = "I. Reed",
	title = "A class of multiple-error-correcting codes and the decoding scheme",
	journal = "IRE Trans. on Information Theory",
	volume = "PGIT-4",
	pages = "38--49",
	month = "September",
	year = "1954"
}

@TechReport{ Massey,
	author = "J. L. Massey",
	title = "Threshold decoding",
	institution = "MIT",
	number = "410",
	address = "Cambridge, Mass.",
	year = "1963"
}

@TechReport{ PJ,
	author = "K. Paterson and A. Jones",
	title = "Efficient decoding algorithms for generalised {R}eed-{M}uller codes",
	institution = "Hewlett-Packard Labs",
	city = "Bristol",
	month = "Nov.",
	year = "1998"
}

@InProceedings{ VanNee,
	author = "R. {van Nee}",
	title = "{OFDM} codes for peak-to-average power reduction and error correction",
	booktitle = "Proc. IEEE Globecom '96, London, England",
	month = "Nov.",
	pages = "740--744",
	year = "1996"
}

@Misc{ CCK,
	author = "Bob Pearson",
	title = "Complementary Code Keying Made Simple, Application Note 9850, http://www.intersil.com/data/an/an9/an9850/an9850.pdf",
	month = "May",
	year = "2000"
}

%::::::::::::::
%coding/VTC/FORM/had.bib
%::::::::::::::

@Article{ GL,
	author = "O. Goldreich and L. Levin",
	title = "A hard core predicate for any one way function",
	journal = "In Proc. 21st ACM Symp. on Theory of Comput.",
	pages = "25--32",
	year = "1989"
}

@Book{ AR75,
	author = "N. Ahmed and K. R. Rao",
	title = "Orthogonal Transforms for Digital Signal Processing",
	publisher = "Springer",
	address = "Berlin",
	isbn = "3-540-06556-3",
	year = "1975"
}

@Book{ YH,
	author = "R. K. Yarlagadda and J. E. Hershey",
	title = "Hadamard Matrix Analysis and Synthesis",
	publisher = "Kluwer",
	address = "Dordrecht",
	year = "1997"
}

@Article{ Reed,
	author = "I. Reed",
	title = "A class of multiple-error-correcting codes and the decoding scheme",
	journal = "IRE Trans. on Information Theory",
	volume = "PGIT-4",
	pages = "38--49",
	month = "September",
	year = "1954"
}

@TechReport{ Massey,
	author = "J. L. Massey",
	title = "Threshold decoding",
	institution = "MIT",
	number = "410",
	address = "Cambridge, Mass.",
	year = "1963"
}

@TechReport{ PJ,
	author = "K. Paterson and A. Jones",
	title = "Efficient decoding algorithms for generalised {R}eed-{M}uller codes",
	institution = "Hewlett-Packard Labs",
	city = "Bristol",
	month = "Nov.",
	year = "1998"
}

@InProceedings{ VanNee,
	author = "R. {van Nee}",
	title = "{OFDM} codes for peak-to-average power reduction and error correction",
	booktitle = "Proc. IEEE Globecom '96, London, England",
	month = "Nov.",
	pages = "740--744",
	year = "1996"
}

@Misc{ CCK,
	author = "Bob Pearson",
	title = "Complementary Code Keying Made Simple, Application Note 9850, http://www.intersil.com/data/an/an9/an9850/an9850.pdf",
	month = "May",
	year = "2000"
}

@Book{ Watson,
	author = "G. N. Watson",
	year = "1996",
	title = "A Treatise on the Theory of Bessel Functions, Second Edition",
	publisher = "Cambridge University Press"
}

@Book{ AS,
	author = "M. Abramowitz and I. A. Stegun",
	title = "Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables",
	publisher = "Dover",
	address = "New York",
	year = "1965"
}

%::::::::::::::
%coding/VTC/HEAP/VehTech.bib
%::::::::::::::

@Article{ HemCos,
	author = "F. Hemmati and D. Costello",
	title = "Truncation error probability in {V}iterbi decoding",
	journal = "IEEE Trans. Commun.",
	volume = "COMM-25",
	pages = "530--532",
	month = "May",
	year = "1977"
}

@Book{ CLRS,
	author = "T. Cormen and C. Leiserson and R. Rivest and C. Stein",
	title = "Introduction to Algorithms",
	publisher = "M.I.T. Press",
	address = "Cambridge, Massachusetts, U.S.A.",
	year = "2001"
}

@Article{ Vit,
	author = "A. Viterbi",
	title = "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm",
	journal = "IEEE Trans. Inform. Theory",
	volume = "IT-13",
	pages = "260--269",
	month = "Apr.",
	year = "1967"
}

@Article{ For,
	author = "G. D. Forney",
	title = "The {Viterbi} algorithm",
	journal = "Proceedings of the {IEEE}",
	volume = "61",
	pages = "268--278",
	year = "1973"
}

@Article{ ForII,
	author = "G. D. Forney",
	title = "Convolutional Codes {II}: Maximum Likelihood Decoding",
	journal = "Inform. Control",
	volume = "25",
	pages = "222--266",
	year = "1974"
}

v

@Article{ MasSai,
	author = "J. Massey and M. Sain",
	title = "Inverse of linear sequential circuits",
	journal = "IEEE Trans. Comput.",
	volume = "C-17",
	pages = "330--337",
	year = "1968"
}

@Article{ Ekroot,
	author = "L. Ekroot and S. Dolinar",
	title = "${A}^*$ Decoding of BLock Codes",
	journal = "IEEE Trans. Comm.",
	volume = "44",
	number = "9",
	pages = "1052--1056",
	year = "1996"
}

@Article{ Han,
	author = "Y. Han and C. Hartmann and C. Chen",
	title = "Efficient Priority-First Search Maximum-Likelihood Soft-Decision Decoding of Linear Block Codes",
	journal = "IEEE Trans. on Information Theory",
	volume = "39",
	pages = "1514--1523",
	year = "1993"
}

%::::::::::::::
%hkbound/tex3/bkup/paper.bib
%::::::::::::::
% Bibliography for integrality gaps paper

@Book{ CLR92,
	author = "T.~H. Cormen and C.~E. Leiserson and R.~L. Rivest",
	edition = "6th",
	publisher = "MIT Press and McGraw-Hill Book Company",
	title = "Introduction to algorithms",
	year = "1992"
}

@InProceedings{ Gabow91,
	author = "H. N. Gabow",
	title = "A Matroid Approach to Finding Edge Connectivity and Packing Aborescences",
	pages = "112--122",
	year = "1991",
	organization = "4th Annual ACM Symp. on Theory of Comp."
}

@Article{ Edmonds,
	author = "J. Edmonds",
	title = "Edge-Disjoint Branchings",
	journal = "Combinatorial Algorithms",
	editor = "Ed. {R. Rustin}",
	pages = "91--96",
	year = "1972",
	publisher = "Algorithmics Press"
}

@Article{ Frank,
	author = "A. Frank",
	title = "Conenctivity Augmentation Problems in Network Design",
	journal = "Mathematical Programming: State of the Art",
	editor = "J.R. Birge and eds. {K.G. Murty}",
	publisher = "The University of Michigan",
	pages = "34--63",
	year = "1994"
}

@Article{ NW,
	title = "{Edge-disjoint spanning trees of finite graphs}",
	author = "C. St. J. Nash-Williams",
	journal = "J. London Math. Soc.",
	volume = "36",
	pages = "445--450",
	year = "1961"
}

@InProceedings{ Jain,
	author = "K. Jain",
	title = "A factor $2$ approximation algorithm for the generalized {Steiner} network problem",
	editor = "{IEEE}",
	booktitle = "39th Annual Symposium on Foundations of Computer Science: proceedings: November 8--11, 1998, Palo Alto, California",
	publisher = "IEEE Computer Society Press",
	address = "1109 Spring Street, Suite 300, Silver Spring, MD 20910, USA",
	year = "1998",
	ISBN = "0-8186-9172-7 (softbound), 0-7803-5229-7 (casebound), 0-8186-9174-3 (microfiche)",
	pages = "448--457",
	year = "1998",
	bibdate = "Thu Apr 5 06:13:53 MDT 2001",
	acknowledgement = ack-nhfb
}

@InProceedings{ CV,
	author = "Robert D. Carr and Santosh Vempala and Jacques Mandler",
	title = "Towards a 4/3 approximation for the asymmetric traveling salesman problem.",
	pages = "116--125",
	booktitle = "Proceedings of the Eleventh Annual {ACM}-{SIAM} Symposium on Discrete Algorithms",
	month = jan # "~9--11",
	publisher = "ACM Press",
	address = "N.Y.",
	year = "2000"
}

@Book{ Diestel,
	author = "Reinhard Diestel",
	title = "Graph theory",
	publisher = "Springer-Verlag",
	year = "1997",
	address = "New York",
	note = "Translated from the 1996 German original",
	pages = "xiv+289",
	ISBN = "0-387-98210-8",
	mrclass = "05-01",
	mrnumber = "1 448 665"
}

@Article{ ENSS,
	author = "Even and Naor and Schieber and Sudan",
	title = "Approximating Minimum Feedback Sets and Multicuts in Directed Graphs",
	journal = "Algorithmica",
	volume = "20",
	year = "1998"
}

@Article{ Seymour95,
	author = "Seymour",
	title = "Packing Directed Circuits Fractionally",
	journal = "Combinatorica",
	volume = "15",
	year = "1995"
}

@Article{ Catlin,
	author = "P. Catlin",
	title = "A Reduction Method to Find Spanning Eulerian Subgraphs",
	journal = "Graph Theory",
	volume = "12",
	number = "1",
	year = "1988",
	pages = "29--44"
}

@Article{ tclp_orig,
	author = "Jon Feldman and David R. Karger",
	title = "Decoding Turbo-Like Codes in Polynomial Time with Provably Good Error-Correcting Performance via Linear Programming",
	journal = "Pro. 43rd annual IEEE Symposium on Foundations of Computer Science (FOCS), to appear",
	year = "2002"
}

@Article{ tclp_focs,
	author = "J. Feldman and David R. Karger",
	title = "Decoding Turbo-Like Codes via Linear Programming",
	journal = "Proc. 43rd annual IEEE Symposium on Foundations of Computer Science (FOCS)",
	month = "November",
	year = "2002"
}

@Article{ tclp_focs_jcss,
	author = "J. Feldman and David R. Karger",
	title = "Decoding Turbo-Like Codes via Linear Programming",
	journal = "Proc. 43rd annual IEEE Symposium on Foundations of Computer Science (FOCS)",
	month = "November",
	year = "2002",
	note = "To appear in {\em Journal of Computer and System Sciences}"
}

@Unpublished{ tclp_jcss,
	author = "J. Feldman and D. R. Karger",
	title = "Decoding Turbo-Like Codes via Linear Programming",
	note = "Manuscript, submitted to: {\em Journal of Computer and System Sciences}",
	month = "January",
	year = "2002"
}

@Unpublished{ tclp_unpublished,
	author = "Jon Feldman and David R. Karger and Martin J. Wainwright",
	title = "Notes on Decoding LDPC Codes via Linear Programming",
	month = "June",
	year = "2002",
	note = "Manuscript"
}

@Unpublished{ Wainwright02c,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "{MAP} estimation via agreement on (hyper)trees: Message-passing and linear programming approaches",
	INSTITUTION = "MIT LIDS; Stochastic Systems Group",
	YEAR = "2002",
	MONTH = "July",
	NOTE = "MIT LIDS Tech. report"
}

@InProceedings{ Wainwright02allerton,
	AUTHOR = "M. J. Wainwright and T. S. Jaakkola and A. S. Willsky",
	TITLE = "{MAP} estimation via agreement on (hyper)trees: Message-passing and linear programming approaches",
	booktitle = "Proc. 40th Annual Allerton Conf. on Communication, Control, and Computing",
	month = "October",
	year = "2002"
}

@Article{ goldberg97,
	title = "An Efficient Implementation of a Scaling Minimum-Cost Flow Algorithm",
	author = "A. V. Goldberg",
	journal = "Journal of Algorithms",
	volume = "22",
	pages = "1--29",
	month = "January",
	year = "1997"
}

@Article{ DPRTU02,
	author = "C. Di and D. Proietti and T. Richardson and E. Telatar and R. Urbanke",
	title = "Finite length analysis of low-density parity check codes",
	journal = "IEEE Trans. on Information Theory",
	volume = "48",
	number = "6",
	PAGES = "1570--1579",
	year = "2002"
}

@Article{ Frank03,
	author = "F. Kschischang",
	title = "Codes defined on graphs",
	journal = "IEEE Signal Processing Magazine",
	year = 2003,
	volume = 41,
	month = "August",
	pages = "118--125"
}

@Article{ Frank98_martin,
	author = "F. Kschischang and B. Frey",
	title = "Iterative decoding of compound codes by probability propagation in graphical models",
	journal = "IEEE Sel. Areas Comm.",
	year = 1998,
	volume = 16,
	number = 2,
	month = "February",
	pages = "219--230"
}

@Article{ kahale,
	AUTHOR = "N.~Kahale and R.~Urbanke",
	TITLE = "On the minimum distance of parallel and serially concatenated codes",
	journal = "IEEE International Symposium on Information Theory",
	YEAR = "1998",
	PAGE = "31"
}

@Article{ RU,
	AUTHOR = "T. Richardson and R. Urbanke",
	TITLE = "The Capacity of Low-Density Parity-Check Codes Under Message-Passing Decoding",
	journal = "IEEE Trans. on Info. Theory",
	YEAR = "2001",
	volume = "47",
	number = "2",
	month = "Feb.",
	PAGE = "599"
}

@InProceedings{ FelKarWai02,
	author = "J. Feldman and D. R. Karger and M. J. Wainwright",
	title = "Linear Programming-Based Decoding of Turbo-Like Codes and its Relation to Iterative Approaches",
	booktitle = "Proc. 40th Annual Allerton Conf. on Communication, Control, and Computing",
	month = "October",
	year = "2002"
}

@Article{ shannon,
	author = "C. E. Shannon",
	title = "A Mathematical Theory of Communication",
	journal = "Bell System Tech. Journal",
	volume = "27",
	pages = "379--423",
	year = "1948"
}

@Article{ hamming,
	author = "R. W. Hamming",
	title = "Error detecting and error correcting codes",
	journal = "The Bell System Tech. Journal",
	volume = "XXIX",
	number = "2",
	pages = "147--160",
	year = "1950"
}

@Article{ zyablov,
	author = "V. V. Zyablov",
	title = "An Estimate of the Complexity of Constructing Binary Linear Cascaded Codes",
	journal = "Problemy Peridachi Informatsii",
	volume = "15",
	number = "2",
	pages = "58--70",
	year = "1971"
}

@Article{ blokhzyablov,
	author = "E. L. Blokh and V. V. Zyablov",
	title = "Linear Concatenated Codes",
	journal = "Nauka, Moscow",
	year = "1982",
	notes = "(in Russian)"
}

@InProceedings{ lazy_viterbi_vtc,
	author = "Jon Feldman and Matteo Frigo and Ibrahim {Abou-Faycal}",
	title = "A Fast Maximum-Likelihood Decoder for Convolutional Codes",
	booktitle = "Proceedings 56th IEEE Vehicular Technology Conf. (VTC)",
	address = "Vancouver, BC, Canada",
	pages = "371--375",
	month = "September",
	year = "2002"
}

@InProceedings{ vtc_form,
	author = "Jon Feldman and Matteo Frigo and Ibrahim {Abou-Faycal}",
	title = "A Noise-Adaptive Algorithm for First-Order {R}eed-{M}uller Decoding",
	booktitle = "Proceedings 56th IEEE Vehicular Technology Conf. (VTC)",
	address = "Vancouver, BC, Canada",
	pages = "758--764",
	month = "September",
	year = "2002"
}

@Book{ AMO,
	title = "Network Flows",
	author = "R. K. Ahuja and T. L. Magnanti and J. B. Orlin",
	publisher = "Prentice-Hall",
	year = "1993"
}

@Article{ ReedSolomon1,
	title = "Decoding of {R}eed {S}olomon codes beyond the error-correction bound",
	author = "Madhu Sudan",
	journal = "Journal of Complexity",
	volume = "13",
	number = "1",
	pages = "180--193",
	month = "March",
	year = "1997"
}

@Article{ indykguruswami,
	title = "Expander-based Constructions of Efficiently Decodable Codes",
	author = "V. Guruswami and P. Indyk",
	journal = "42nd Symposium on Foundations of Computer Science (FOCS)",
	year = "2001"
}

@TechReport{ clerkships,
	author = "Jon Feldman",
	title = "The Complexity of Clerkship Scheduling",
	institution = "Dartmouth College",
	number = "PCS-TR97-316",
	address = "Hanover, NH",
	year = "1997"
}

@Article{ vanuinternal,
	author = "Jon Feldman",
	title = "Heap Decoder v. 1.0",
	journal = "Vanu, inc. internal document",
	month = "August",
	year = "2001"
}

%D.W Engels, J. Feldman, D.R Karger, and M. Ruhl. Parallel processor scheduling with delay constraints. Rapport Interne MIT. http://citeseer.nj.nec.com/engels01parallel.html   More

@InProceedings{ soda,
	author = "Daniel W. Engels and Jon Feldman and David R. Karger and Matthias Ruhl",
	title = "Parallel processor scheduling with delay constraints",
	booktitle = "Twelfth Annual Symposium on Discrete Algorithms (SODA '01)",
	publisher = "ACM Press",
	address = "New York, NY",
	pages = "577--585",
	year = "2001"
}

@Article{ jgaa,
	author = "Reuven Bar-Yehuda and Guy Even and Jon Feldman and Seffi Naor",
	title = "Computing an optimal orientation of a balanced decomposition tree for linear arrangement problems",
	journal = "Journal of Graph Algorithms and Applications",
	volume = "5",
	number = "4",
	pages = "1--27",
	year = "2001"
}

@InProceedings{ approx,
	author = "Guy Even and Jon Feldman and Guy Kortsarz and Zeev Nutov",
	title = "A 3/2-approximation algorithm for augmenting the connectivity of a graph from 1 to 2 using edges from a given set",
	booktitle = "Proc. 4th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems (APPROX '01)",
	address = "Berkeley, CA",
	pages = "90--101",
	month = "August",
	year = "2001"
}

@InProceedings{ valenti,
	author = "Matthew C. Valenti",
	title = "An Efficient Software Radio Implementation of the {UMTS} Turbo Codec",
	booktitle = "Proc. IEEE Int. Symp. on Personal, Indoor, and Mobile Radio Commun. (PIMRC)",
	address = "San Diego, CA",
	month = "September",
	year = "2001",
	pages = "108--113"
}

@Book{ gallagertext,
	AUTHOR = "R. Gallager",
	TITLE = "Information Theory and Reliable Communication",
	PUBLISHER = "John Wiley \& Sons",
	ADDRESS = "New York, NY",
	YEAR = "1968"
}

@Article{ LMSS,
	author = "M. Luby and M. Mitzenmacher and A. Shokrollahi and D. Spielman",
	title = "Improved low-density parity-check codes using irregular graphs and belief propagation",
	journal = "Proc. 1998 IEEE International Symposium on Information Theory",
	pages = "117",
	year = "1998"
}

@Article{ BRU,
	author = "L. Bazzi and T. Richardson and R. Urbanke",
	title = "Exact thresholds and optimal codes for the binary symmetric channel and {G}allager's decoding algorithm",
	journal = "Proc. 2000 IEEE Int. Symp. Information Theory",
	year = "2000",
	page = "203"
}

@Article{ RSU,
	author = "T. Richardson and A. Shokrollahi and R. Urbanke",
	title = "Design of capacity approaching irregular low-density parity check codes",
	journal = "IEEE Trans. on Information Theory",
	volume = "47",
	pages = "619--637",
	month = "Feb.",
	year = "2001"
}

@Article{ patent,
	author = "Jon Feldman and Ibrahim Abou-Faycal",
	title = "A Fast Maximum-Likelihood Decoder for Convolutional Codes",
	journal = "{US} Patent (pending), {V}anu, inc., {F}ish \& {R}ichardson, {P}.{C}.",
	month = "June",
	year = "2002"
}

@Article{ patent_form,
	author = "Jon Feldman and Matteo Frigo",
	title = "A Noise-Adaptive Algorithm for First-Order {R}eed-{M}uller Decoding",
	journal = "{US} Patent (pending), {V}anu, inc., {F}ish \& {R}ichardson, {P}.{C}.",
	month = "Nov.",
	year = "2001"
}

@Article{ goldreichsudan,
	author = "Oded Goldreich and Madhu Sudan",
	title = "Locally testable codes and {PCP}s of almost-linear length",
	journal = "Proc. 43rd annual IEEE Symposium on Foundations of Computer Science (FOCS)",
	month = "November",
	year = "2002"
}

@Article{ MacKay99,
	AUTHOR = "D. MacKay",
	TITLE = "Good Error Correcting Codes based on Very Sparse Matrices",
	YEAR = 1999,
	journal = "IEEE Trans. Info. Theory",
	volume = "45",
	NUMBER = "2",
	PAGES = "399--431"
}

%\item \textbf{Sequence Estimating.}  US Patent (pending), Vanu,
%Inc., Fish \& Richardson P.C., Jon Feldman, Ibrahim Abou-Faycal. Date
%of filing: Nov. 20, 2001.

@InProceedings{ Kol05,
	AUTHOR = "V. Kolmogorov",
	TITLE = "Convergent tree-reweighted message-passing for energy minimization",
	BOOKTITLE = "International Workshop on Artificial Intelligence and Statistics",
	YEAR = 2005,
	MONTH = "January"
}

@Article{ Kol05b,
	AUTHOR = "V. Kolmogorov",
	TITLE = "Convergent tree-reweighted message-passing for energy minimization",
	YEAR = 2006,
	JOURNAL = "IEEE Trans. PAMI",
	NOTE = "To appear"
}

@TechReport{ KolWai05tech,
	TITLE = "On optimality properties of tree-reweighted message-passing",
	AUTHOR = "V. Kolmogorov and M. J. Wainwright",
	INSTITUTION = "Microsoft Research",
	NUMBER = "16-05",
	MONTH = "March",
	YEAR = 2005
}

@InProceedings{ KolWai05,
	TITLE = "On optimality properties of tree-reweighted message-passing",
	AUTHOR = "V. Kolmogorov and M. J. Wainwright",
	BOOKTITLE = "Uncertainty in Artificial Intelligence",
	YEAR = 2005,
	MONTH = "July"
}

@InProceedings{ Feldman02aller,
	AUTHOR = "J. Feldman and M. J. Wainwright and D. R. Karger",
	TITLE = "Linear programming-based decoding of turbo-like codes and its relation to iterative approaches",
	BOOKTITLE = "Proc. Allerton Conf. Comm., Control and Computing",
	YEAR = 2002,
	MONTH = "October"
}

@Article{ Tanner,
	title = "A recursive approach to low complexity codes",
	author = "R. M. Tanner",
	journal = "IEEE Trans. on Information Theory",
	volume = "27",
	number = "5",
	year = "1981",
	pages = "533--547"
}

@InProceedings{ sipser94expander,
	author = "Michael Sipser and Daniel A. Spielman",
	title = "Expander Codes",
	booktitle = "{IEEE} Symposium on Foundations of Computer Science",
	pages = "566--576",
	year = "1994"
}

@PhDThesis{ wiberg,
	author = "N. Wiberg",
	title = "Codes and Decoding on General Graphs",
	school = "Linkoping University, Sweden",
	year = "1996"
}

@Article{ MMC,
	title = "Turbo Decoding As An Instance Of {P}earl's Belief Propagation Algorithm",
	author = "R. McEliece and D.MacKay and J. Cheng",
	journal = "IEEE Journal on Selected Areas in Communications",
	volume = "16",
	number = "2",
	year = "1998",
	pages = "140--152"
}

@InProceedings{ rosenthal,
	author = "J. Rosenthal and P. O. Vontobel",
	title = "Constructions of {LDPC} Codes using {R}amanujan Graphs and Ideas from {M}argulis",
	booktitle = "Proc. of the 38-th Annual Allerton Conf. on Communication, Control, and Computing",
	pages = "248--257",
	year = "2000"
}

@Article{ GLS,
	author = "M. Grotschel and L. Lov{\'a}sz and A. Schrijver",
	title = "The ellipsoid method and its consequences in combinatorial optimization",
	journal = "Combinatorica",
	volume = "1(2)",
	pages = "169--197",
	year = "1981"
}

@Book{ schrijver,
	author = "A. Schrijver",
	title = "Theory of Linear and Integer Programming",
	publisher = "John Wiley",
	city = "New York",
	year = "1987"
}

@Article{ LS,
	author = "L. Lov{\'a}sz and A. Schrijver",
	title = "Cones of matrices and set-functions and $0-1$ optimization",
	journal = "SIAM Journal on Optimization",
	volume = "1",
	number = "2",
	pages = "166--190",
	year = "1991"
}

@Article{ tclp_ciss,
	author = "J. Feldman and M. J. Wainwright and D. R. Karger",
	title = "Using Linear Programming to Decode {LDPC} Codes",
	journal = "Submitted to: 37th annual Conf. on Information Sciences and Systems (CISS '03)",
	year = "2003"
}

@Unpublished{ lpd_it,
	author = "J. Feldman and M. J. Wainwright and D. R. Karger",
	title = "Using Linear Programming to Decode Linear Codes",
	note = "Manuscript, submitted to: {\em IEEE Trans. on Information Theory}",
	month = "May",
	year = "2003"
}

@Article{ ciss_it,
	author = "J. Feldman and M. J. Wainwright and D. R. Karger",
	title = "Using Linear Programming to Decode Linear Codes",
	journal = "37th annual Conf. on Information Sciences and Systems (CISS '03)",
	month = "March",
	year = "2003",
	note = "Submitted to {\em IEEE Trans. on Information Theory}, May, 2003."
}

@Book{ Papadimitriou,
	author = "C. Papadimitriou and K. Stieglitz",
	title = "Combinatorial {O}ptimization",
	publisher = "Dover Publications",
	ADDRESS = "New York, NY",
	year = "1998"
}

@Book{ MacKay,
	author = "D. MacKay",
	title = "Information Theory, Inference and Learning Algorithms",
	publisher = "Cambridge University Press",
	ADDRESS = "Cambridge, UK",
	year = "2003"
}

@Article{ Yan91,
	author = "M. Yannakakis",
	title = "Expressing Combinatorial Optimization Problems by Linear Programs",
	journal = "Journal of Computer and System Sciences",
	volume = "43",
	number = "3",
	pages = "441--466",
	year = "1991"
}

@InProceedings{ Yedidia02b,
	author = "J. S. Yedidia",
	title = "Generalized Belief Propagation and Free Energy Minimization",
	booktitle = "Information Theory Workshop at Mathematical Sciences Research Institute (MSRI)",
	month = "March",
	year = "2002"
}

@TechReport{ Yedidia02,
	TITLE = "Understanding belief propagation and its generalizations",
	AUTHOR = "J. S. Yedidia and W. T. Freeman and Y. Weiss",
	INSTITUTION = "Mitsubishi Electric Research Labs",
	NUMBER = "TR2001-22",
	MONTH = "January",
	YEAR = 2002
}

@TechReport{ Yedidia04,
	TITLE = "Constructing free energy approximations and generalized belief propagation algorithms",
	AUTHOR = "J. S. Yedidia and W. T. Freeman and Y. Weiss",
	INSTITUTION = "Mitsubishi Electric Research Labs",
	NUMBER = "TR2001-40",
	MONTH = "May",
	YEAR = 2004
}

@Article{ CFRU,
	author = "S.-Y. Chung and G. D. Forney and T. Richardson and R. Urbanke",
	title = "On the design of low-density parity-check codes within 0.0045 d{B} of the {S}hannon limit",
	journal = "IEEE Communications Letters",
	volume = "5",
	number = "2",
	month = "February",
	year = "2001",
	pages = "58--60"
}

@InCollection{ FKMT,
	author = "G. D. Forney and F. R. Kschischang and B. Marcus and S. Tuncel",
	title = "Iterative decoding of tail-biting trellises and connections with symbolic dynamics",
	booktitle = "Codes, systems and graphical models",
	publisher = "Springer",
	pages = "239--241",
	year = "2001"
}

@Article{ Jer,
	author = "R. G. Jeroslow",
	title = "On defining sets of vertices of the hypercube by linear inequalities",
	journal = "Discrete Mathematics",
	volume = "11",
	year = "1975",
	pages = "119--124"
}

@PhDThesis{ venkat,
	author = "V. Guruswami",
	title = "List Decoding of Error-Correcting Codes",
	school = "Massachusetts Institute of Technology",
	year = "2001"
}

@Unpublished{ focs03,
	author = "J. Feldman and D. R. Karger and M. J. Wainwright",
	title = "Giving message-passing decoders a maximum-likelihood certificate",
	month = "April",
	year = "2003",
	note = "Manuscript, submitted to: {\em 15th ACM-SIAM Symposium on Discrete Algorithms (SODA)}"
}

@Book{ hochbaum,
	editor = "D. Hochbaum",
	title = "Approximation Algorithms for NP-hard Problems",
	publisher = "PWS Publishing",
	city = "Boston",
	year = "1995"
}

@InProceedings{ smooth,
	author = "D. Spielman and S. Teng",
	title = "Smoothed Analysis of Algorithms: Why the Simplex Algorithm Usually Takes Polynomial Time",
	booktitle = "Proceedings of the 33rd Annual ACM Symp. on Theory of Computing (STOC)",
	pages = "296--305",
	year = 2001
}

@Book{ JZ,
	author = "R. Johannesson and K. Sh. Zigangirov",
	title = "Fundamentals of Convolutional Coding",
	publisher = "IEEE Press",
	year = "1998"
}

@Article{ forneynormal,
	title = "Codes On Graphs: Normal Realizations",
	author = "G. D. Forney",
	journal = "IEEE Trans. on Information Theory",
	volume = "47",
	numer = "2",
	month = "February",
	year = "2001"
}

@Book{ WhitRob,
	title = "The Calculus of Observations: A Treatise on Numerical Mathematics",
	author = "E. T. Whittaker and G Robinson",
	city = "New York",
	publisher = "Dover",
	year = "1967"
}

@Article{ lassere,
	title = "An Explicit Exact {SDP} Relaxation for nonlinear $0-1$ programs",
	journal = "K. Aardal and A.M.H. Gerards, eds., {\em Lecture Notes in Computer Science}",
	author = "L. B. Lasserre",
	volume = "2081",
	pages = "293--303",
	year = "2001"
}

@TechReport{ laurentsurvey,
	author = "M. Laurent",
	title = "A comparison of the {Sherali}-{Adams}, {Lov{\'a}sz}-{Schrijver} and {Lasserre} relaxations for $0-1$ programming",
	number = "PNA--R0108",
	institution = "Centrum voor Wiskunde en Informatica",
	address = "CWI, Amsterdam, The Netherlands",
	year = "2001",
	url = "citeseer.nj.nec.com/laurent01comparison.html"
}

@Article{ gwmaxcut,
	author = "M. X. Goemans and D. P. Williamson",
	title = "Improved Approximation Algorithms for Maximum Cut and Satisfiability Problems Using Semidefinite Programming",
	journal = "J. Assoc. Comput. Mach.",
	volume = "42",
	pages = "1115--1145",
	year = "1995"
}

@Book{ proakis,
	author = "J. G. Proakis",
	title = "Digital Communications",
	city = "New York",
	publisher = "McGraw-Hill",
	year = "1995"
}

@Book{ feller,
	author = "W. Feller",
	title = "An Introduction to Probability Theory and Its Applications",
	volume = "I",
	publisher = "John Wiley \& Sons, Inc.",
	edition = "third",
	year = "1968"
}

@Misc{ forneycomm,
	author = "G. D. Forney",
	title = "Personal communication",
	year = "2003"
}

@Misc{ yedidiaper,
	author = "J. S. Yedidia",
	title = "Personal communication",
	year = "2003"
}

@Manual{ ILOG,
	organization = "ILOG, Inc.",
	title = "User's Manual for ILOG CPLEX v. 7.1",
	year = "2001"
}

@PhDThesis{ wainwrightthesis,
	author = "M. J. Wainwright",
	title = "Stochastic processes on graphs with cycles: geometric and variational approaches",
	department = "Dept. of Electrical Engineering and Computer Science",
	school = "Massachusetts Institute of Technology",
	year = "2002"
}

@PhDThesis{ thesis,
	author = "J. Feldman",
	title = "Decoding Error-Correcting Codes via Linear Programming",
	department = "Dept. of Electrical Engineering and Computer Science",
	school = "Massachusetts Institute of Technology",
	year = "2003"
}

@Book{ handbookofct,
	editor = "V. S. Pless and W. Huffman",
	title = "Handbook of Coding Theory",
	publisher = "Elsevier Science",
	year = "1998"
}

%D. Hochbaum, editor, Approximation Algorithms for NP-hard Problems, PWS Publishing, Boston``,
%  pages =        ''144--191``,
%~\cite{kahale,spielman,turbolike,LPTRU,MacNeil,SipSpiel} %bp,ldpc,

@Article{ gemans,
	author = "S. Geman and D. Geman",
	title = "Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images",
	journal = "IEEE Transactions in Pattern Analysis and Machine Intelligence",
	volume = "6",
	number = "6",
	pages = "721--741",
	year = "1984"
}

@Article{ edwardsanderson,
	author = "S. F. Edwards and P. W. Anderson",
	journal = "J. Phys. F.",
	volume = "5",
	number = "965",
	year = "1975"
}

@InProceedings{ allerton03,
	author = "J. Feldman and D. R. Karger and M. J. Wainwright",
	title = "{LP} Decoding",
	booktitle = "Proc. 41st Annual Allerton Conf. on Comm., Control, and Computing",
	month = "October",
	year = "2003"
}

@Misc{ EvenHalabi,
	author = "G. Even and N. Halabi",
	title = "Improved Bounds on the Word Error Probability of {RA(2)} Codes with Linear Programming Based Decoding",
	note = "Manuscript",
	year = "2003"
}

@InProceedings{ even_halabi,
	author = "G. Even and N. Halabi",
	title = "Improved Bounds on the Word Error Probability of {RA(2)} Codes with Linear Programming Based Decoding",
	booktitle = "Proc. 41st Annual Allerton Conf. on Communication, Control, and Computing",
	month = "October",
	year = "2003"
}

@Misc{ koettercover,
	author = "R. Koetter",
	title = "Personal Communication",
	year = "2002"
}

@InProceedings{ KoeVon03,
	author = "R. Koetter and P. O. Vontobel",
	title = "Graph-covers and iterative decoding of finite length codes",
	booktitle = "Proc. 3rd International Symp. on Turbo Codes",
	month = "September",
	year = "2003"
}

@Article{ freyetal,
	author = "B. Frey and R. Koetter and A. Vardy",
	title = "Signal-space characterization of iterative decoding",
	journal = "IEEE Trans. on Information Theory",
	volume = "47",
	number = "2",
	pages = "766--781",
	year = "2001"
}

@InProceedings{ capalbo,
	author = "M. Capalbo and O. Reingold and S. Vadhan and A. Wigderson",
	title = "Randomness conductors and constant-degree expansion beyond the degree/2 barrier",
	booktitle = "Proc. 34th ACM Symposium on the Theory of Computing",
	pages = "659--668",
	year = "2002"
}

@Article{ bargzemor2,
	author = "A. Barg and G. Z{\'e}mor",
	title = "Error exponents of expander codes under linear-complexity decoding",
	journal = "SIAM Journal on Discrete Math",
	volume = "17",
	number = "3",
	year = "2004",
	pages = "426--445"
}

@Unpublished{ bargzemor3,
	author = "A. Barg and G. Z{\'e}mor",
	title = "Concatenated Codes: Serial and Parallel",
	year = "2003",
	note = "Manuscript, submitted to IEEE Trans. on Information Theory"
}

@Article{ bargzemor,
	author = "A. Barg and G. Z{\'e}mor",
	title = "Error exponents of expander codes",
	journal = "IEEE Trans. on Information Theory",
	volume = "48",
	number = "6",
	year = "2002",
	pages = "1725--1729"
}

@Article{ zemor,
	author = "G. Z{\'e}mor",
	title = "On expander codes",
	journal = "IEEE Trans. on Information Theory",
	volume = "47",
	number = "2",
	year = "2001",
	pages = "835--837"
}

@InProceedings{ RVW00,
	author = "O. Reingold and S. Vadhan and A. Wigderson",
	title = "Entropy waves, the zig-zag graph product, and new constant-degree expanders and extractors",
	booktitle = "Proc. 41st IEEE Symposium on Foundations of Computer Science (FOCS)",
	pages = "3--13",
	year = "2000"
}

@InProceedings{ lpexpand_isit,
	author = "J. Feldman and T. Malkin and R. A. Servedio and C. Stein and M. J. Wainwright",
	title = "{LP} Decoding Corrects a Constant Fraction of Errors",
	booktitle = "Proc. IEEE International Symposium on Information Theory",
	year = "2004"
}

@Article{ Feldman05b,
	AUTHOR = "J. Feldman and T. Malkin and R. A. Servedio and C. Stein and M. J. Wainwright",
	TITLE = "{LP} Decoding Corrects a Constant Fraction of Errors",
	JOURNAL = "IEEE Trans. Information Theory",
	YEAR = 2007,
	MONTH = "January",
	PAGES = "82--89",
	VOLUME = 53,
	NUMBER = 1
}

@TechReport{ lpexpand_techreport,
	author = "J. Feldman and T. Malkin and R. A. Servedio and C. Stein and M. J. Wainwright",
	title = "{LP} Decoding Corrects a Constant Fraction of Errors",
	institution = "Computational Optimization Research Center, Columbia University",
	year = 2003,
	number = "TR-2003-08"
}

@Article{ alonchung,
	author = "N. Alon and F. R. K. Chung",
	title = "Explicit Construction of linear sized tolerant networks",
	journal = "Disc. Math",
	volume = "72",
	year = "1988"
}

%pages = ``15--19'',

@InProceedings{ epssquaredover2,
	author = "V. Skachek and R. Roth",
	title = "Generalized Minimum Distance Iterative Decoding of Expander Codes",
	booktitle = "Proc. IEEE Information Theory Workshop",
	year = "2003"
}

@Article{ bargchapter,
	author = "A. Barg",
	title = "Complexity Issues in Coding Theory",
	journal = "V.S. Pless and W.C. Huffman, editors, Handbook of Coding Theory, Elsevier Science",
	pages = "649--754",
	year = "1998"
}

@InProceedings{ GIgvbound,
	author = "V. Guruswami and P. Indyk",
	title = "Efficiently Decodable Low-Rate Codes Meeting the {G}ilbert {V}arshamov Bound",
	booktitle = "Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA)",
	year = "2004"
}

@TechReport{ lpcap_techreport,
	author = "J. Feldman and C. Stein",
	title = "{LP} Decoding Achieves Capacity",
	institution = "Computational Optimization Research Center, Columbia University",
	year = 2004,
	number = "TR-2004-04"
}

@Unpublished{ kv_ens,
	author = "P.O. Vontobel and R. Koetter",
	title = "On the relationship between linear programming decoding and max-product decoding",
	note = "Manuscript, submitted to ISITA 2004, Parma, Italy",
	month = "May",
	year = "2004"
}

@InProceedings{ kv_bethe,
	author = "P.O. Vontobel and R. Koetter",
	title = "Lower bounds on the minimum pseudo-weight of linear codes",
	booktitle = "International Symposium on Information Theory (ISIT '04), Chicago, IL",
	month = "June",
	year = "2004"
}

@InProceedings{ roth_skatchek_capacity,
	title = "On Nearly-{MDS} Expander Codes",
	author = "R. M. Roth and V. Skachek",
	booktitle = "International Symposium on Information Theory (ISIT '04), Chicago, IL",
	month = "June",
	year = "2004"
}

@Misc{ koetter_personal,
	author = "Ralf Koetter",
	title = "personal communication",
	year = "2004"
}

@Article{ LYC03,
	title = "Linear network coding",
	author = "S.-Y. R. Li and R. W. Yeung and N. Cai",
	journal = "IEEE Trans. on Information Theory",
	month = "February",
	volume = "49",
	pages = "371--381",
	year = "2003"
}

@Article{ ACLY00,
	author = "R. Ahlswede and N. Cai and S.-Y. R. Li and R. W. Yeung",
	title = "Network information flow",
	journal = "IEEE Trans. on Information Theory",
	volume = "46",
	pages = "1204--1216",
	year = "2000"
}

@Unpublished{ netcodepoly,
	author = "S. Jaggi and P. Sanders and P. A. Chou and M. Effros and S. Egner and K. Jain and L. Tolhuizen",
	title = "Polynomial time algorithms for multicast network code construction",
	note = "Submitted to IEEE Trans. on Information Theory",
	month = "July",
	year = "2003"
}

@Article{ KM03,
	author = "R. Koetter and M. M{\'e}dard",
	title = "An Algebraic Approach to Network Coding",
	journal = "Transactions on Networking",
	month = "October",
	year = "2003"
}

@InProceedings{ HKMK03,
	author = "T. Ho and D. Karger and M. M{\'e}dard and R. Koetter",
	title = "Network Coding from a Network Flow Perspective",
	booktitle = "International Symposium on Information Theory (ISIT '03)",
	month = "June",
	year = "2003"
}

@InProceedings{ LL04,
	title = "Complexity Classification of Network Information Flow Problems",
	author = "A. R. Lehman and E. Lehman",
	booktitle = "Symposium on Discrete Algorithms (SODA '04)",
	month = "January",
	year = "2004"
}

@InProceedings{ CY02,
	author = "N. Cai and R. W. Yeung",
	title = "Secure Network Coding",
	booktitle = "International Symposium on Information Theory (ISIT '02)",
	month = "June",
	year = "2002"
}

@InProceedings{ HLKMEK04,
	author = "T. Ho and B. Leong and R. Koetter and M. M{\'e}dard and M. Effros and D. R. Karger",
	title = "Byzantine Modification Detection in Multicast Networks using Randomized Network Coding",
	booktitle = "IEEE International Symposium on Information Theory (ISIT 2004)",
	month = "June",
	year = "2004"
}

@Article{ CF85,
	author = "G. D. Cohen and P. Frankl",
	title = "Good Coverings of {H}amming Spaces with Spheres",
	journal = "Discrete Mathematics",
	volume = "56",
	pages = "125--131",
	year = "1985"
}

@Book{ CHLL97,
	author = "G. Cohen and I. Honkala and S. Litsyn and A. Lobstein",
	title = "Covering Codes",
	publisher = "Elsevier",
	address = "Amsterdam",
	year = "1997"
}

@Book{ HP03,
	title = "Fundamentals of Error Correcting Codes",
	author = "W. C. Huffman and V. Pless",
	publisher = "Cambridge University Press",
	year = "2003"
}

@InProceedings{ ChouWuJain,
	author = "P. A. Chou and Y. Wu and K. Jain",
	title = "Practical network coding",
	booktitle = "Proc. 41st Annual Allerton Conf. on Communication, Control, and Computing",
	month = "October",
	year = "2003"
}

@Article{ jain_wiretap,
	author = "K. Jain",
	title = "Security based on network topology against the wiretapping attack",
	journal = "IEEE Wireless Communications",
	pages = "68--71",
	month = "February",
	year = "2004"
}

@Article{ BM01,
	author = "D. Burshtein and G. Miller",
	title = "Expander Graph Arguments for Message-Passing Algorithms",
	journal = "IEEE Trans. on Information Theory",
	pages = "782--790",
	month = "February",
	year = "2002"
}

@InProceedings{ lpcap_soda,
	author = "J. Feldman and C. Stein",
	title = "{LP} Decoding Achieves Capacity",
	booktitle = "Symposium on Discrete Algorithms (SODA '05)",
	month = "January",
	year = "2005"
}

@Article{ Bethe35,
	TITLE = "Statistics theory of superlattices",
	AUTHOR = "H. A. Bethe",
	JOURNAL = "Proc. Royal Soc. London, Series A",
	VOLUME = 150,
	NUMBER = 871,
	PAGES = "552--575",
	YEAR = 1935
}

@article{Marton1996,
  jstor_articletype = {primary_article},
  title = {Bounding dÌ„-Distance by Informational Divergence: A Method to Prove Measure Concentration},
  author = {Marton, K.},
  journal = {The Annals of Probability},
  jstor_issuetitle = {},
  volume = {24},
  number = {2},
  stor_formatteddate = {Apr., 1996},
  pages = {857--866},
  url = {http://www.jstor.org/stable/2244952},
  ISSN = {00911798},
  abstract = {There is a simple inequality by Pinsker between variational distance and informational divergence of probability measures defined on arbitrary probability spaces. We shall consider probability measures on sequences taken from countable alphabets, and derive, from Pinsker's inequality, bounds on the dÌ„-distance by informational divergence. Such bounds can be used to prove the "concentration of measure" phenomenon for some nonproduct distributions.},
  language = {},
  year = {1996},
  publisher = {Institute of Mathematical Statistics},    
  copyright = {Copyright Â© 1996 Institute of Mathematical Statistics},
}

@article{KonRam2008,
    abstract = {The martingale method is used to establish concentration inequalities for a
    class of dependent random sequences on a countable state space, with the
    constants in the inequalities expressed in terms of certain mixing
    coefficients. Along the way, bounds are obtained on martingale differences
    associated with the random sequences, which may be of independent interest. As
    applications of the main result, concentration inequalities are also derived
    for inhomogeneous Markov chains and hidden Markov chains, and an extremal
    property associated with their martingale difference bounds is established.
    This work complements and generalizes certain concentration inequalities
    obtained by Marton and Samson, while also providing different proofs of some
    known results.},
    archivePrefix = {arXiv},
    author = {Leonid and Kontorovich and Ramanan, Kavita},
    citeulike-article-id = {1247900},
    citeulike-linkout-0 = {http://arxiv.org/abs/math.PR/0609835},
    citeulike-linkout-1 = {http://arxiv.org/pdf/math.PR/0609835},
    eprint = {math.PR/0609835},
    keywords = {concentration\_of\_measure, martingales, sensitivity, stochastic\_processes},
    month = {Jan},
    posted-at = {2009-07-01 18:33:15},
    priority = {2},
    title = {Concentration inequalities for dependent Random variables via the martingale method},
    url = {http://arxiv.org/abs/math.PR/0609835},
    year = {2009}
}

@inproceedings{Hayes06,
      author = {Hayes, Thomas P.},
      title = {A simple condition implying rapid mixing of single-site dynamics on spin systems},
      booktitle = {FOCS '06: Proceedings of the 47th Annual IEEE Symposium on Foundations of Computer Science},
      year = {2006},
      isbn = {0-7695-2720-5},
      pages = {39--46},
      doi = {http://dx.doi.org/10.1109/FOCS.2006.6},
      publisher = {IEEE Computer Society},
      address = {Washington, DC, USA},
}

@article{Banerjee08,
 author = {Banerjee, Onureena and El Ghaoui, Laurent and d'Aspremont, Alexandre},
  title = {Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data},
   journal = {J. Mach. Learn. Res.},
    volume = {9},
     year = {2008},
      issn = {1532-4435},
       pages = {485--516},
        publisher = {JMLR.org},
         }


@ARTICLE{Meinshausen06,
    author = {N. Meinshausen and P. Buhlmann},
    title = {High dimensional graphs and variable selection with the {L}asso},
    journal = {Annals of Statistics},
    year = {2006},
    volume = {34},
    pages = {1436--1462}
}
@article{ HayesSinclair05,
author = {Thomas P. Hayes and Alistair Sinclair},
title = {A general lower bound for mixing of single-site dynamics on graphs},
journal ={Foundations of Computer Science, Annual IEEE Symposium on},
volume = {0},
year = {2005},
isbn = {0-7695-2468-0},
pages = {511-520},
doi = {http://doi.ieeecomputersociety.org/10.1109/SFCS.2005.6},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}

@article{WassermanPattison96,
abstract = {Spanning nearly sixty years of research, statistical network analysis has passed through (at least) two generations of researchers and models. Beginning in the late 1930's, the first generation of research dealt with the distribution of various network statistics, under a variety of null models. The second generation, beginning in the 1970's and continuing into the 1980's, concerned models, usually for probabilities of relational ties among very small subsets of actors, in which various simple substantive tendencies were parameterized. Much of this research, most of which utilized log linear models, first appeared in applied statistics publications.
    But recent developments in social network analysis promise to bring us into a third generation. The Markov random graphs of Frank and Strauss (1986) and especially the estimation strategy for these models developed by Strauss and Ikeda (1990; described in brief in Strauss, 1992), are very recent and promising contributions to this field. Here we describe a large class of models that can be used to investigate structure in social networks. These models include several generalizations of stochastic blockmodels, as well as models parameterizing global tendencies towards clustering and centralization, and individual differences in such tendencies. Approximate model fits are obtained using Strauss and Ikeda's (1990) estimation strategy.
        In this paper we describe and extend these models and demonstrate how they can be used to address a variety of substantive questions about structure in social networks.},
author = {Wasserman, Stanley and Pattison, Philippa},
citeulike-article-id = {965612},
citeulike-linkout-0 = {http://dx.doi.org/10.1007/BF02294547},
doi = {10.1007/BF02294547},
journal = {Psychometrika},
keywords = {social\_networks, statistics},
pages = {401--425},
posted-at = {2006-11-28 22:06:39},
priority = {4},
title = {Logit models and logistic regressions for social networks},
url = {http://dx.doi.org/10.1007/BF02294547},
volume = {60},
year = {1996}
}

@article{Martinelli94,
    author = {F. Martinelli and E. Olivieri},
    title = {Approach to Equilibrium of Glauber Dynamics In the One Phase Region. I: The Attractive Case},
    journal = {Communications in Mathematical Physics},
    year = {1994}
}

%%%%%%%%%%%%
    @article{Stone1974,
     jstor_articletype = {research-article},
     title = {Cross-Validatory Choice and Assessment of Statistical Predictions},
     author = {Stone, M.},
     journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
     jstor_issuetitle = {},
     volume = {36},
     number = {2},
     jstor_formatteddate = {1974},
     pages = {pp. 111-147},
     year = {1974},
     publisher = {Blackwell Publishing for the Royal Statistical Society},
    }


@article{Kubatko07,
	title = {A Starting Point for Analyzing Basketball Statistics},
	author = {Justin Kubatko and Dean Oliver and Kevin Pelton and Dan Rosenbaum},
    journal = {Journal of Quantitative Analysis in Sports},
    year = {2007}
}

@misc{aqua,
Author={Aquaryus},
Howpublished={\url{http://aquaryus.wordpress.com}},
Title={Aquaryus's Blog}
}

@manual{bbvalue,
Author={Aaron Barzilai},
note={\url{http://www.basketballvalue.com}},
Title={APM Player Ratings},
year={2011}
}

@manual{apm,
Author={Stephen Ilardi},
note={\url{http://www.82games.com/ilardi1.htm}},
Title={Adjusted Plus/Minus},
Year={2007},
}

@misc{spm,
Author={basketball-reference.com},
Howpublished={\url{http://www.basketball-reference.com/blog/?p=1351}},
Title={Statistical Plus/Minus}
}

@misc{pace_est,
Author={basketball-reference.com},
Howpublished={\url{http://www.basketball-reference.com/leagues/NBA_2008.html}},
Title={Pace Estimate}
}

@manual{garnett,
Author={NBA},
note   = {\url{http://www.nba.com/celtics/news/press073107-garnett.html}},
Title={Celtics Acquire 10-Time All-Star Kevin Garnett},
Year={2008}
}

@manual{lebron,
Author={ESPN},
note = {\url{http://sports.espn.go.com/nba/news/story?id=5365165}},
Title={James picks Heat; Cavs owner erupts},
Year={2010}
}

@manual{teamswithstatgrps,
Author={Serhat Ugur},
note={\url{http://www.nbastuffer.com/component/option,com_glossary/Itemid,90/catid,44/func,view/term,NBA%20Teams%20That%20Have%20Analytics%20Department/}},
Title={NBA teams with quantitative analysis groups},
Year={2011}
}

@manual{hollingersite,
Author={John Hollinger},
note={\url{http://search.espn.go.com/john-hollinger/}},
Title={John Hollinger Website},
Year={2011}
}

@manual{apbrmetrics,
Author="{The APBRmetrics Community}",
note={\url{http://sonicscentral.com/apbrmetrics/viewforum.php?f=1}},
Title={APBRmetrics Forum},
year={2011}
}



@book{R:Faraway:2004,
  author = {Julian J. Faraway},
  title = {Linear Models with {R}},
  publisher = {Chapman \& Hall/CRC},
  year = 2004,
  address = {Boca Raton, FL},
}

@book{Oliver2004,
  author = {Dean Oliver},
  title = {Basketball on Paper: Rules and Tools for Performance Analysis},
  publisher = {Potomac Books},
  year = 2004,
}


@TechReport{San11,
	TITLE = {Armadillo: {A}n {O}pen Source C++ Linear Algebra Library for Fast Prototyping and Computationally Intensive Experiments.},
	AUTHOR = "Conrad Sanderson",
	YEAR = 2010,
	MONTH = "September",
	INSTITUTION = "NICTA Technical Report",
}

@article{friedman_cyclical,
    abstract = {{We consider  ” one-at-a-time ” coordinate-wise descent algorithms for a class of convex optimization problems. An algorithm of this kind has been proposed for the L1-penalized regression (lasso) in the lterature, but it seems to have been largely ignored. Indeed, it seems that coordinate-wise algorithms are not often used in convex optimization. We show that this algorithm is very competitive with the well known LARS (or homotopy) procedure in large lasso problems, and that it can be applied to related methods such as the garotte and elastic net. It turns out that coordinate-wise descent does not work in the  ” fused lasso ” however, so we derive a generalized algorithm that yields the solution in much less time that a standard convex optimizer. Finally we generalize the procedure to the two-dimensional fused lasso, and demonstrate its performance on some image smoothing problems.}},
    author = {Friedman, Jerome and Hastie, Trevor and H\"{o}fling, Holger and Tibshirani, Robert},
    citeulike-article-id = {7263123},
    citeulike-linkout-0 = {http://www-stat.stanford.edu/~tibs/ftp/fuse.pdf},
    citeulike-linkout-1 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.80.5414},
    journal = {Annals of Applied Statistics},
    keywords = {coordinate},
    pages = {302--332},
    posted-at = {2010-09-19 19:39:30},
    priority = {2},
    title = {{Pathwise coordinate optimization}},
    url = {http://www-stat.stanford.edu/~tibs/ftp/fuse.pdf},
    volume = {2},
    year = {2007}
}

@article{wu_cyclical,
	location = {http://www.scientificcommons.org/29698076},
	title = {Coordinate descent algorithms for lasso penalized regression},
	author = {Wu, Tong Tong and Lange, Kenneth},
	year = {2008},
	journal = {Annals of Applied Statistics},
	    pages = {224--244},
	        volume = {2},
	keywords = {Statistics - Applications},
}

@Article{glmnet,
    title = {Regularization Paths for Generalized Linear Models via
      Coordinate Descent},
    author = {Jerome Friedman and Trevor Hastie and Robert Tibshirani},
    journal = {Journal of Statistical Software},
    year = {2010},
    volume = {33},
    number = {1},
    pages = {1--22},
  }
